Amazon Bedrock AWS-bedrock

46 operations, identified by eventName in the audit log.

eventNameDescription
_catch_allCatch-all entry for AWS-bedrock rules that match the service but not a specific eventName.
AssociateAgentCollaboratorAssociates a collaborator agent with a supervisor agent to enable multi-agent collaboration.
AssociateAgentKnowledgeBaseAssociates a knowledge base with an Amazon Bedrock agent, enabling the agent to query the knowledge base during conversations.
ConverseSends a conversational message to an Amazon Bedrock foundation model and returns a synchronous response.
ConverseStreamSends a conversational message to an Amazon Bedrock foundation model and returns the response as a streaming event stream.
CreateAgentCreates an Amazon Bedrock agent with a specified foundation model, instruction set, and configuration.
CreateAgentActionGroupCreates an action group for a Bedrock agent, defining a set of API actions the agent can invoke.
CreateAgentAliasCreates an alias for a Bedrock agent that points to a specific agent version, enabling versioned deployments.
CreateCustomModelDeploymentCreates a deployment for a custom Amazon Bedrock model, making it available for inference.
CreateDataSourceCreates a data source for a Bedrock knowledge base, specifying the location and ingestion configuration for documents.
CreateFoundationModelAgreementCreates an agreement to accept the end-user license terms for a foundation model, enabling access to that model.
CreateMarketplaceModelEndpointCreates an endpoint for a model subscribed through AWS Marketplace, making it available for Bedrock inference.
CreateModelImportJobCreates a job to import a custom model into Amazon Bedrock from an external source such as Amazon S3.
CreateProvisionedModelThroughputCreates a provisioned throughput allocation for a Bedrock foundation or custom model, reserving dedicated inference capacity.
DeleteAutomatedReasoningPolicyDeletes an automated reasoning policy from Amazon Bedrock, removing its constraints from model invocations.
DeleteDataSourceDeletes a data source from a Bedrock knowledge base, removing it from future ingestion operations.
DeleteEnforcedGuardrailConfigurationDeletes the enforced guardrail configuration, removing the requirement to apply a specific guardrail to model invocations.
DeleteGuardrailDeletes a Bedrock guardrail resource, removing the content filtering and safety policies it defined.
DeleteKnowledgeBaseDeletes a Bedrock knowledge base and its associated configuration, disconnecting it from any associated agents and data sources.
DeleteKnowledgeBaseDocumentsDeletes specific documents from a Bedrock knowledge base data source, removing them from the index.
DeleteModelInvocationLoggingConfigurationDeletes the model invocation logging configuration for the account, stopping the logging of Bedrock inference requests and responses.
DeleteProvisionedModelThroughputDeletes a provisioned throughput allocation for a Bedrock model, releasing the reserved inference capacity.
DeleteResourcePolicyDeletes a resource-based policy attached to a Bedrock resource, removing the access permissions it granted.
IngestKnowledgeBaseDocumentsDirectly ingests documents into a Bedrock knowledge base data source without starting a full ingestion job.
InvokeModelInvokes an Amazon Bedrock foundation, imported, or provisioned model with a single synchronous request payload.
InvokeModelWithResponseStreamInvokes an Amazon Bedrock model and streams the response back as a series of chunks using the response body.
PrepareAgentPrepares a Bedrock agent for use by packaging its latest configuration and creating a working draft version ready for testing or deployment.
PutEnforcedGuardrailConfigurationSets an enforced guardrail configuration that mandates a specific guardrail be applied to all model invocations in the account.
PutFoundationModelEntitlementSets the entitlement for a foundation model, granting access rights to the specified model for the account.
PutModelInvocationLoggingConfigurationConfigures logging for Amazon Bedrock model invocations, directing request and response data to CloudWatch Logs or S3.
PutResourcePolicyAttaches or replaces a resource-based policy on a Bedrock resource, controlling cross-account or cross-service access.
PutUseCaseForModelAccessSubmits a use case description to request access to Amazon Bedrock foundation models that require justification.
RegisterMarketplaceModelEndpointRegisters an existing AWS Marketplace model endpoint with Amazon Bedrock, enabling it to be used for Bedrock inference.
StartIngestionJobStarts an ingestion job to sync documents from a data source into a Bedrock knowledge base vector store.
UpdateAgentUpdates the configuration of an existing Bedrock agent, such as its foundation model, instructions, or session timeout.
UpdateAgentActionGroupUpdates an action group associated with a Bedrock agent, modifying its API schema or Lambda function configuration.
UpdateAgentAliasUpdates a Bedrock agent alias to point to a different agent version or update its description.
UpdateAgentCollaboratorUpdates the configuration of a collaborator agent associated with a supervisor agent.
UpdateAgentKnowledgeBaseUpdates the configuration of a knowledge base associated with a Bedrock agent, such as its instruction or retrieval settings.
UpdateAutomatedReasoningPolicyUpdates an existing automated reasoning policy in Amazon Bedrock, modifying its rules or constraints.
UpdateAutomatedReasoningPolicyAnnotationsUpdates the annotations on an automated reasoning policy, revising human-authored labels or metadata on its rules.
UpdateDataSourceUpdates the configuration of a data source in a Bedrock knowledge base, such as its S3 location or chunking strategy.
UpdateGuardrailUpdates an existing Bedrock guardrail, modifying its content filters, topic denials, or sensitive information policies.
UpdateKnowledgeBaseUpdates the configuration of a Bedrock knowledge base, such as its description, role ARN, or storage configuration.
UpdateProvisionedModelThroughputUpdates a provisioned throughput commitment for a Bedrock model, modifying its model units or model ID.
ListFoundationModelsReturns a list of Amazon Bedrock foundation models available for use, including their providers, modalities, and inference types.

_catch_all: AWS-bedrock (catch-all)

#
Service
AWS-bedrock

Description

Catch-all entry for AWS-bedrock rules that match the service but not a specific eventName.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

AssociateAgentCollaborator

#
Service
AWS-bedrock

Description

Associates a collaborator agent with a supervisor agent to enable multi-agent collaboration.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches CreateAgentActionGroup, CreateAgentAlias, PrepareAgent, UpdateAgent, UpdateAgentActionGroup, UpdateAgentAlias, UpdateAgentCollaborator

AssociateAgentKnowledgeBase

#
Service
AWS-bedrock

Description

Associates a knowledge base with an Amazon Bedrock agent, enabling the agent to query the knowledge base during conversations.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

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Elastic #

  • AWS Bedrock Third-Party or External Knowledge Base Associated to Agent source medium: Detects when an Amazon Bedrock agent is associated with, or updated to use, a knowledge base via the AssociateAgentKnowledgeBase, or UpdateAgentKnowledgeBase API actions. Bedrock agents consume knowledge base (RAG) content as trusted context for the model. By wiring an agent to an externally controlled or third-party knowledge base, or by swapping in an attacker-controlled knowledge base, an adversary can redraw the agent's trust boundary toward an untrusted source. This is a software-supply-chain compromise and an indirect prompt-injection delivery vector: poisoned or adversarial content served from the associated knowledge base is treated as authoritative by the agent. Validate that the associated knowledge base, and any underlying data source, is owned and controlled by your organization.↳ also matches UpdateAgentKnowledgeBase

Converse

#
Service
AWS-bedrock

Description

Sends a conversational message to an Amazon Bedrock foundation model and returns a synchronous response.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::requestParametersis_not_null1 ruleelastic, panther
aws::userIdentity.arnis_not_null1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock High-Frequency Single-Model Inference API Probing source medium: Identifies an AWS principal performing a high volume of Amazon Bedrock inference API calls against a single model within a short window. Membership inference attacks require hundreds to thousands of statistically similar queries whose prompts and responses are intentionally content-benign, making guardrail- and content-based rules ineffective. This rule detects the high-frequency single-model probing pattern that precedes membership inference and related exfiltration via the inference API. It is a behavioral / volumetric precursor: it does not observe model confidence scores and a fixed call-count threshold only catches the loud variant, so paced, low-and-slow, or credential-distributed probing will evade it. Definitive membership inference detection requires ML anomaly analysis over per-entity inference-rate and response-distribution baselines.↳ also matches ConverseStream, InvokeModel, InvokeModelWithResponseStream

ConverseStream

#
Service
AWS-bedrock

Description

Sends a conversational message to an Amazon Bedrock foundation model and returns the response as a streaming event stream.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::requestParametersis_not_null1 ruleelastic, panther
aws::userIdentity.arnis_not_null1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock High-Frequency Single-Model Inference API Probing source medium: Identifies an AWS principal performing a high volume of Amazon Bedrock inference API calls against a single model within a short window. Membership inference attacks require hundreds to thousands of statistically similar queries whose prompts and responses are intentionally content-benign, making guardrail- and content-based rules ineffective. This rule detects the high-frequency single-model probing pattern that precedes membership inference and related exfiltration via the inference API. It is a behavioral / volumetric precursor: it does not observe model confidence scores and a fixed call-count threshold only catches the loud variant, so paced, low-and-slow, or credential-distributed probing will evade it. Definitive membership inference detection requires ML anomaly analysis over per-entity inference-rate and response-distribution baselines.↳ also matches Converse, InvokeModel, InvokeModelWithResponseStream

CreateAgent

#
Service
AWS-bedrock

Description

Creates an Amazon Bedrock agent with a specified foundation model, instruction set, and configuration.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::userIdentity.typeinIAMUser1 ruleelastic, panther

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent Created by IAM User or Root source low: Identifies AWS Bedrock Agent creation performed directly by an IAM user or the root account. Bedrock Agents are autonomous AI systems that execute multi-step tasks, invoke Lambda action groups to call external APIs, and query knowledge bases. Adversaries with access to an AWS account can create rogue agents configured to exfiltrate data via action group Lambda functions, pivot to other services, or act as a persistent AI-driven command-and-control channel. This rule is scoped to IAMUser and Root identity types — AssumedRole sessions (which represent automated CI/CD pipelines and SSO-federated engineers) are excluded to avoid global false positives from legitimate deployment automation that varies widely across customer environments.

CreateAgentActionGroup

#
Service
AWS-bedrock

Description

Creates an action group for a Bedrock agent, defining a set of API actions the agent can invoke.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentAlias, PrepareAgent, UpdateAgent, UpdateAgentActionGroup, UpdateAgentAlias, UpdateAgentCollaborator

CreateAgentAlias

#
Service
AWS-bedrock

Description

Creates an alias for a Bedrock agent that points to a specific agent version, enabling versioned deployments.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentActionGroup, PrepareAgent, UpdateAgent, UpdateAgentActionGroup, UpdateAgentAlias, UpdateAgentCollaborator

CreateCustomModelDeployment

#
Service
AWS-bedrock

Description

Creates a deployment for a custom Amazon Bedrock model, making it available for inference.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Untrusted Model Imported or Marketplace Endpoint Registered source medium: Detects when an AWS Bedrock custom model is imported or deployed, or when a marketplace model endpoint is created or registered, via the CreateModelImportJob, CreateCustomModelDeployment, CreateMarketplaceModelEndpoint, or RegisterMarketplaceModelEndpoint API calls. These actions introduce a model artifact from outside the organization's trusted training and approval pipeline. A backdoored, poisoned, or attacker-supplied model that downstream applications subsequently invoke represents a software supply-chain compromise. New model imports and marketplace endpoint registrations should be validated for artifact provenance (S3 source ownership), the registering identity, and whether the model originates from an approved internal pipeline.↳ also matches CreateMarketplaceModelEndpoint, CreateModelImportJob, RegisterMarketplaceModelEndpoint

CreateDataSource

#
Service
AWS-bedrock

Description

Creates a data source for a Bedrock knowledge base, specifying the location and ingestion configuration for documents.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

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Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches DeleteDataSource, DeleteKnowledgeBase, DeleteKnowledgeBaseDocuments, IngestKnowledgeBaseDocuments, StartIngestionJob, UpdateDataSource, UpdateKnowledgeBase

CreateFoundationModelAgreement

#
Service
AWS-bedrock

Description

Creates an agreement to accept the end-user license terms for a foundation model, enabling access to that model.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
EventTypeinCreateFoundationModelAgreement2 ruleselastic
EventTypeinPutFoundationModelEntitlement2 ruleselastic
EventTypeinPutUseCaseForModelAccess2 ruleselastic
Provider_Nameeqbedrock.amazonaws.com2 ruleselastic
aws::errorCodeinAccessDenied1 ruleelastic, splunk
aws::errorCodeinAccessDeniedException1 ruleelastic
event.outcomeeqfailure1 ruleelastic

Detection Rules #

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Elastic #

  • AWS Bedrock Unauthorized Foundation Model Access Attempt source low: Identifies failed, access-denied attempts to enable account-level access to an Amazon Bedrock foundation model, either by granting a foundation-model entitlement, submitting a use case for model access, or creating a foundation-model agreement (accepting the EULA). These account-level "model access" actions unlock a foundation model so that it can subsequently be invoked. A principal that is repeatedly denied when attempting these actions may be a compromised or under-privileged identity probing for the ability to unlock expensive models (LLMjacking) or to establish a durable ability to invoke models. Unlike the companion rule that detects successful model-access grants, this rule surfaces the attempt itself, which is a high-signal indicator of credential boundary-testing even though access was not granted.↳ also matches PutFoundationModelEntitlement, PutUseCaseForModelAccess
  • AWS Bedrock Foundation Model Access Enabled or Entitlement Granted source medium: Identifies when access to an Amazon Bedrock foundation model is enabled at the account level, either by granting a foundation-model entitlement, submitting a use case for model access, or creating a foundation-model agreement (accepting the EULA). These account-level "model access" actions unlock a foundation model so that it can subsequently be invoked. Adversaries or a compromised principal may enable model access to abuse expensive models (LLMjacking), to establish a durable ability to invoke models within the account, or to bypass organizational controls. This activity is distinct from changes to a resource-based model invocation policy and is identified by the Bedrock control-plane API calls that grant model entitlements and agreements.↳ also matches PutFoundationModelEntitlement, PutUseCaseForModelAccess

CreateMarketplaceModelEndpoint

#
Service
AWS-bedrock

Description

Creates an endpoint for a model subscribed through AWS Marketplace, making it available for Bedrock inference.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Untrusted Model Imported or Marketplace Endpoint Registered source medium: Detects when an AWS Bedrock custom model is imported or deployed, or when a marketplace model endpoint is created or registered, via the CreateModelImportJob, CreateCustomModelDeployment, CreateMarketplaceModelEndpoint, or RegisterMarketplaceModelEndpoint API calls. These actions introduce a model artifact from outside the organization's trusted training and approval pipeline. A backdoored, poisoned, or attacker-supplied model that downstream applications subsequently invoke represents a software supply-chain compromise. New model imports and marketplace endpoint registrations should be validated for artifact provenance (S3 source ownership), the registering identity, and whether the model originates from an approved internal pipeline.↳ also matches CreateCustomModelDeployment, CreateModelImportJob, RegisterMarketplaceModelEndpoint

CreateModelImportJob

#
Service
AWS-bedrock

Description

Creates a job to import a custom model into Amazon Bedrock from an external source such as Amazon S3.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Untrusted Model Imported or Marketplace Endpoint Registered source medium: Detects when an AWS Bedrock custom model is imported or deployed, or when a marketplace model endpoint is created or registered, via the CreateModelImportJob, CreateCustomModelDeployment, CreateMarketplaceModelEndpoint, or RegisterMarketplaceModelEndpoint API calls. These actions introduce a model artifact from outside the organization's trusted training and approval pipeline. A backdoored, poisoned, or attacker-supplied model that downstream applications subsequently invoke represents a software supply-chain compromise. New model imports and marketplace endpoint registrations should be validated for artifact provenance (S3 source ownership), the registering identity, and whether the model originates from an approved internal pipeline.↳ also matches CreateCustomModelDeployment, CreateMarketplaceModelEndpoint, RegisterMarketplaceModelEndpoint

CreateProvisionedModelThroughput

#
Service
AWS-bedrock

Description

Creates a provisioned throughput allocation for a Bedrock foundation or custom model, reserving dedicated inference capacity.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Provisioned Model Throughput Tampering source medium: Detects creation, modification, or deletion of AWS Bedrock Provisioned Model Throughput via the CreateProvisionedModelThroughput, UpdateProvisionedModelThroughput, and DeleteProvisionedModelThroughput APIs. Provisioned Throughput reserves dedicated, billed model capacity for Amazon Bedrock. An adversary who scales this capacity up can drive large, unauthorized cost (cloud resource/bill hijacking), while deleting reserved throughput can cause denial of service to production workloads that depend on that committed capacity. These control-plane changes should be validated against approved capacity-planning and change-management processes.↳ also matches DeleteProvisionedModelThroughput, UpdateProvisionedModelThroughput

DeleteAutomatedReasoningPolicy

#
Service
AWS-bedrock

Description

Deletes an automated reasoning policy from Amazon Bedrock, removing its constraints from model invocations.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
Provider_Nameeqbedrock.amazonaws.com1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Automated Reasoning Safety Policy Tampering source medium: Detects deletion or modification of AWS Bedrock Automated Reasoning policies via the DeleteAutomatedReasoningPolicy, UpdateAutomatedReasoningPolicy, or UpdateAutomatedReasoningPolicyAnnotations CloudTrail actions. Automated Reasoning policies are a Bedrock safety and validation control that constrains model outputs against formal rules. An adversary who deletes a policy or alters the policy definition or its annotations weakens an enforced output-validation defense, potentially allowing unsafe or non-compliant model responses to pass unchecked. Benign build, test-workflow, and test-case CRUD operations are intentionally excluded as they have no coherent abuse path.↳ also matches UpdateAutomatedReasoningPolicy, UpdateAutomatedReasoningPolicyAnnotations

DeleteDataSource

#
Service
AWS-bedrock

Description

Deletes a data source from a Bedrock knowledge base, removing it from future ingestion operations.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteKnowledgeBase, DeleteKnowledgeBaseDocuments, IngestKnowledgeBaseDocuments, StartIngestionJob, UpdateDataSource, UpdateKnowledgeBase

DeleteEnforcedGuardrailConfiguration

#
Service
AWS-bedrock

Description

Deletes the enforced guardrail configuration, removing the requirement to apply a specific guardrail to model invocations.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Guardrail Deleted or Weakened source medium: Detects deletion, weakening, or version management of AWS Bedrock guardrails via the DeleteGuardrail, UpdateGuardrail, DeleteEnforcedGuardrailConfiguration, or PutEnforcedGuardrailConfiguration APIs. Bedrock guardrails enforce content, topic, word, and sensitive-information policies on model invocations. Deleting a guardrail, loosening its policies, removing or overwriting the organization-enforced guardrail configuration, or creating a new version to enforce a weakened configuration allows an adversary to bypass these protections — the cloud control-plane equivalent of disabling a security tool. This activity should be validated against approved change management and the responsible identity.↳ also matches DeleteGuardrail, PutEnforcedGuardrailConfiguration, UpdateGuardrail

DeleteGuardrail

#
Service
AWS-bedrock

Description

Deletes a Bedrock guardrail resource, removing the content filtering and safety policies it defined.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::eventSourceeqbedrock.amazonaws.com1 rulepanther, splunk

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Guardrail Deleted or Weakened source medium: Detects deletion, weakening, or version management of AWS Bedrock guardrails via the DeleteGuardrail, UpdateGuardrail, DeleteEnforcedGuardrailConfiguration, or PutEnforcedGuardrailConfiguration APIs. Bedrock guardrails enforce content, topic, word, and sensitive-information policies on model invocations. Deleting a guardrail, loosening its policies, removing or overwriting the organization-enforced guardrail configuration, or creating a new version to enforce a weakened configuration allows an adversary to bypass these protections — the cloud control-plane equivalent of disabling a security tool. This activity should be validated against approved change management and the responsible identity.↳ also matches DeleteEnforcedGuardrailConfiguration, PutEnforcedGuardrailConfiguration, UpdateGuardrail

Splunk #

  • AWS Bedrock Delete GuardRails source: The following analytic identifies attempts to delete AWS Bedrock GuardRails, which are security controls designed to prevent harmful, biased, or inappropriate AI outputs. It leverages AWS CloudTrail logs to detect when a user or service…

DeleteKnowledgeBase

#
Service
AWS-bedrock

Description

Deletes a Bedrock knowledge base and its associated configuration, disconnecting it from any associated agents and data sources.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::eventSourceeqbedrock.amazonaws.com1 rulepanther, splunk

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteDataSource, DeleteKnowledgeBaseDocuments, IngestKnowledgeBaseDocuments, StartIngestionJob, UpdateDataSource, UpdateKnowledgeBase

Splunk #

  • AWS Bedrock Delete Knowledge Base source: The following analytic identifies attempts to delete AWS Bedrock Knowledge Bases, which are resources that store and manage domain-specific information for AI models. It monitors AWS CloudTrail logs for DeleteKnowledgeBase API calls. This…

DeleteKnowledgeBaseDocuments

#
Service
AWS-bedrock

Description

Deletes specific documents from a Bedrock knowledge base data source, removing them from the index.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteDataSource, DeleteKnowledgeBase, IngestKnowledgeBaseDocuments, StartIngestionJob, UpdateDataSource, UpdateKnowledgeBase

DeleteModelInvocationLoggingConfiguration

#
Service
AWS-bedrock

Description

Deletes the model invocation logging configuration for the account, stopping the logging of Bedrock inference requests and responses.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::eventNameeqDeleteModelInvocationLoggingConfiguration1 rulepanther, splunk
aws::eventSourceeqbedrock.amazonaws.com1 rulepanther, splunk

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Model Invocation Logging Disabled or Modified source high: Detects when an AWS Bedrock model invocation logging configuration is deleted or overwritten via the DeleteModelInvocationLoggingConfiguration or PutModelInvocationLoggingConfiguration API calls. Model invocation logging is the source that feeds the logs-aws_bedrock.invocation-* dataset relied upon by all data-plane Bedrock detections. An adversary who has gained access to a Bedrock environment can blind defenders by deleting this configuration, or by using the Put API to redirect logs to an attacker-controlled or non-monitored S3 bucket or CloudWatch log group. Because this single control-plane action can neutralize the entire data-plane detection stack, it is a high-value evasion technique that should be validated against expected administrative change activity.↳ also matches PutModelInvocationLoggingConfiguration

Splunk #

DeleteProvisionedModelThroughput

#
Service
AWS-bedrock

Description

Deletes a provisioned throughput allocation for a Bedrock model, releasing the reserved inference capacity.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Provisioned Model Throughput Tampering source medium: Detects creation, modification, or deletion of AWS Bedrock Provisioned Model Throughput via the CreateProvisionedModelThroughput, UpdateProvisionedModelThroughput, and DeleteProvisionedModelThroughput APIs. Provisioned Throughput reserves dedicated, billed model capacity for Amazon Bedrock. An adversary who scales this capacity up can drive large, unauthorized cost (cloud resource/bill hijacking), while deleting reserved throughput can cause denial of service to production workloads that depend on that committed capacity. These control-plane changes should be validated against approved capacity-planning and change-management processes.↳ also matches CreateProvisionedModelThroughput, UpdateProvisionedModelThroughput

DeleteResourcePolicy

#
Service
AWS-bedrock

Description

Deletes a resource-based policy attached to a Bedrock resource, removing the access permissions it granted.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
EventTypeinDeleteResourcePolicy2 ruleselastic
EventTypeinPutResourcePolicy2 ruleselastic
Provider_Nameeqbedrock.amazonaws.com2 ruleselastic
aws::errorCodeinAccessDenied1 ruleelastic, splunk
aws::errorCodeinAccessDeniedException1 ruleelastic
event.outcomeeqfailure1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Unauthorized Resource-Based Policy Modification Attempt source low: Detects failed, access-denied attempts to modify or delete resource-based access policies on AWS Bedrock resources via the PutResourcePolicy and DeleteResourcePolicy API calls. Resource-based policies govern which principals (including external accounts) may access Bedrock resources such as agents, knowledge bases, and custom models. A principal that is repeatedly denied when attempting to attach or remove these policies may be a compromised or under-privileged identity probing for the ability to grant external or cross-account access, or to weaken existing access controls. Unlike the companion rule that detects successful changes, this rule surfaces the attempt itself, which is a high-signal indicator of credential boundary-testing even though no change occurred.↳ also matches PutResourcePolicy
  • AWS Bedrock Resource-Based Policy Modified or Deleted source medium: Detects modification or deletion of resource-based access policies on AWS Bedrock resources via the PutResourcePolicy and DeleteResourcePolicy API calls. Resource-based policies govern which principals (including external accounts) may access Bedrock resources such as agents, knowledge bases, and custom models. An adversary may attach a resource policy granting an external or unexpected principal access to a Bedrock resource to establish persistence or enable cross-account access, or may delete an existing policy to weaken access controls. These changes should be validated for principal ownership and least-privilege intent.↳ also matches PutResourcePolicy

IngestKnowledgeBaseDocuments

#
Service
AWS-bedrock

Description

Directly ingests documents into a Bedrock knowledge base data source without starting a full ingestion job.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteDataSource, DeleteKnowledgeBase, DeleteKnowledgeBaseDocuments, StartIngestionJob, UpdateDataSource, UpdateKnowledgeBase

InvokeModel

#
Service
AWS-bedrock

Description

Invokes an Amazon Bedrock foundation, imported, or provisioned model with a single synchronous request payload.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::eventSourceeqbedrock.amazonaws.com1 rulepanther, splunk
aws::requestParametersis_not_null1 ruleelastic, panther
aws::userIdentity.arnis_not_null1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock High-Frequency Single-Model Inference API Probing source medium: Identifies an AWS principal performing a high volume of Amazon Bedrock inference API calls against a single model within a short window. Membership inference attacks require hundreds to thousands of statistically similar queries whose prompts and responses are intentionally content-benign, making guardrail- and content-based rules ineffective. This rule detects the high-frequency single-model probing pattern that precedes membership inference and related exfiltration via the inference API. It is a behavioral / volumetric precursor: it does not observe model confidence scores and a fixed call-count threshold only catches the loud variant, so paced, low-and-slow, or credential-distributed probing will evade it. Definitive membership inference detection requires ML anomaly analysis over per-entity inference-rate and response-distribution baselines.↳ also matches Converse, ConverseStream, InvokeModelWithResponseStream

Splunk #

  • AWS Bedrock Invoke Model Access Denied source: The following analytic identifies access denied error when attempting to invoke AWS Bedrock models. It leverages AWS CloudTrail logs to detect when a user or service receives an AccessDenied error when calling the InvokeModel API. This…

InvokeModelWithResponseStream

#
Service
AWS-bedrock

Description

Invokes an Amazon Bedrock model and streams the response back as a series of chunks using the response body.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::requestParametersis_not_null1 ruleelastic, panther

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock High-Frequency Single-Model Inference API Probing source medium: Identifies an AWS principal performing a high volume of Amazon Bedrock inference API calls against a single model within a short window. Membership inference attacks require hundreds to thousands of statistically similar queries whose prompts and responses are intentionally content-benign, making guardrail- and content-based rules ineffective. This rule detects the high-frequency single-model probing pattern that precedes membership inference and related exfiltration via the inference API. It is a behavioral / volumetric precursor: it does not observe model confidence scores and a fixed call-count threshold only catches the loud variant, so paced, low-and-slow, or credential-distributed probing will evade it. Definitive membership inference detection requires ML anomaly analysis over per-entity inference-rate and response-distribution baselines.↳ also matches Converse, ConverseStream, InvokeModel

PrepareAgent

#
Service
AWS-bedrock

Description

Prepares a Bedrock agent for use by packaging its latest configuration and creating a working draft version ready for testing or deployment.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentActionGroup, CreateAgentAlias, UpdateAgent, UpdateAgentActionGroup, UpdateAgentAlias, UpdateAgentCollaborator

PutEnforcedGuardrailConfiguration

#
Service
AWS-bedrock

Description

Sets an enforced guardrail configuration that mandates a specific guardrail be applied to all model invocations in the account.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Guardrail Deleted or Weakened source medium: Detects deletion, weakening, or version management of AWS Bedrock guardrails via the DeleteGuardrail, UpdateGuardrail, DeleteEnforcedGuardrailConfiguration, or PutEnforcedGuardrailConfiguration APIs. Bedrock guardrails enforce content, topic, word, and sensitive-information policies on model invocations. Deleting a guardrail, loosening its policies, removing or overwriting the organization-enforced guardrail configuration, or creating a new version to enforce a weakened configuration allows an adversary to bypass these protections — the cloud control-plane equivalent of disabling a security tool. This activity should be validated against approved change management and the responsible identity.↳ also matches DeleteEnforcedGuardrailConfiguration, DeleteGuardrail, UpdateGuardrail

PutFoundationModelEntitlement

#
Service
AWS-bedrock

Description

Sets the entitlement for a foundation model, granting access rights to the specified model for the account.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
EventTypeinCreateFoundationModelAgreement2 ruleselastic
EventTypeinPutFoundationModelEntitlement2 ruleselastic
EventTypeinPutUseCaseForModelAccess2 ruleselastic
Provider_Nameeqbedrock.amazonaws.com2 ruleselastic
aws::errorCodeinAccessDenied1 ruleelastic, splunk
aws::errorCodeinAccessDeniedException1 ruleelastic
event.outcomeeqfailure1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Unauthorized Foundation Model Access Attempt source low: Identifies failed, access-denied attempts to enable account-level access to an Amazon Bedrock foundation model, either by granting a foundation-model entitlement, submitting a use case for model access, or creating a foundation-model agreement (accepting the EULA). These account-level "model access" actions unlock a foundation model so that it can subsequently be invoked. A principal that is repeatedly denied when attempting these actions may be a compromised or under-privileged identity probing for the ability to unlock expensive models (LLMjacking) or to establish a durable ability to invoke models. Unlike the companion rule that detects successful model-access grants, this rule surfaces the attempt itself, which is a high-signal indicator of credential boundary-testing even though access was not granted.↳ also matches CreateFoundationModelAgreement, PutUseCaseForModelAccess
  • AWS Bedrock Foundation Model Access Enabled or Entitlement Granted source medium: Identifies when access to an Amazon Bedrock foundation model is enabled at the account level, either by granting a foundation-model entitlement, submitting a use case for model access, or creating a foundation-model agreement (accepting the EULA). These account-level "model access" actions unlock a foundation model so that it can subsequently be invoked. Adversaries or a compromised principal may enable model access to abuse expensive models (LLMjacking), to establish a durable ability to invoke models within the account, or to bypass organizational controls. This activity is distinct from changes to a resource-based model invocation policy and is identified by the Bedrock control-plane API calls that grant model entitlements and agreements.↳ also matches CreateFoundationModelAgreement, PutUseCaseForModelAccess

PutModelInvocationLoggingConfiguration

#
Service
AWS-bedrock

Description

Configures logging for Amazon Bedrock model invocations, directing request and response data to CloudWatch Logs or S3.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Model Invocation Logging Disabled or Modified source high: Detects when an AWS Bedrock model invocation logging configuration is deleted or overwritten via the DeleteModelInvocationLoggingConfiguration or PutModelInvocationLoggingConfiguration API calls. Model invocation logging is the source that feeds the logs-aws_bedrock.invocation-* dataset relied upon by all data-plane Bedrock detections. An adversary who has gained access to a Bedrock environment can blind defenders by deleting this configuration, or by using the Put API to redirect logs to an attacker-controlled or non-monitored S3 bucket or CloudWatch log group. Because this single control-plane action can neutralize the entire data-plane detection stack, it is a high-value evasion technique that should be validated against expected administrative change activity.↳ also matches DeleteModelInvocationLoggingConfiguration

PutResourcePolicy

#
Service
AWS-bedrock

Description

Attaches or replaces a resource-based policy on a Bedrock resource, controlling cross-account or cross-service access.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
EventTypeinDeleteResourcePolicy2 ruleselastic
EventTypeinPutResourcePolicy2 ruleselastic
Provider_Nameeqbedrock.amazonaws.com2 ruleselastic
aws::errorCodeinAccessDenied1 ruleelastic, splunk
aws::errorCodeinAccessDeniedException1 ruleelastic
event.outcomeeqfailure1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Unauthorized Resource-Based Policy Modification Attempt source low: Detects failed, access-denied attempts to modify or delete resource-based access policies on AWS Bedrock resources via the PutResourcePolicy and DeleteResourcePolicy API calls. Resource-based policies govern which principals (including external accounts) may access Bedrock resources such as agents, knowledge bases, and custom models. A principal that is repeatedly denied when attempting to attach or remove these policies may be a compromised or under-privileged identity probing for the ability to grant external or cross-account access, or to weaken existing access controls. Unlike the companion rule that detects successful changes, this rule surfaces the attempt itself, which is a high-signal indicator of credential boundary-testing even though no change occurred.↳ also matches DeleteResourcePolicy
  • AWS Bedrock Resource-Based Policy Modified or Deleted source medium: Detects modification or deletion of resource-based access policies on AWS Bedrock resources via the PutResourcePolicy and DeleteResourcePolicy API calls. Resource-based policies govern which principals (including external accounts) may access Bedrock resources such as agents, knowledge bases, and custom models. An adversary may attach a resource policy granting an external or unexpected principal access to a Bedrock resource to establish persistence or enable cross-account access, or may delete an existing policy to weaken access controls. These changes should be validated for principal ownership and least-privilege intent.↳ also matches DeleteResourcePolicy

PutUseCaseForModelAccess

#
Service
AWS-bedrock

Description

Submits a use case description to request access to Amazon Bedrock foundation models that require justification.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
EventTypeinCreateFoundationModelAgreement2 ruleselastic
EventTypeinPutFoundationModelEntitlement2 ruleselastic
EventTypeinPutUseCaseForModelAccess2 ruleselastic
Provider_Nameeqbedrock.amazonaws.com2 ruleselastic
aws::errorCodeinAccessDenied1 ruleelastic, splunk
aws::errorCodeinAccessDeniedException1 ruleelastic
event.outcomeeqfailure1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Unauthorized Foundation Model Access Attempt source low: Identifies failed, access-denied attempts to enable account-level access to an Amazon Bedrock foundation model, either by granting a foundation-model entitlement, submitting a use case for model access, or creating a foundation-model agreement (accepting the EULA). These account-level "model access" actions unlock a foundation model so that it can subsequently be invoked. A principal that is repeatedly denied when attempting these actions may be a compromised or under-privileged identity probing for the ability to unlock expensive models (LLMjacking) or to establish a durable ability to invoke models. Unlike the companion rule that detects successful model-access grants, this rule surfaces the attempt itself, which is a high-signal indicator of credential boundary-testing even though access was not granted.↳ also matches CreateFoundationModelAgreement, PutFoundationModelEntitlement
  • AWS Bedrock Foundation Model Access Enabled or Entitlement Granted source medium: Identifies when access to an Amazon Bedrock foundation model is enabled at the account level, either by granting a foundation-model entitlement, submitting a use case for model access, or creating a foundation-model agreement (accepting the EULA). These account-level "model access" actions unlock a foundation model so that it can subsequently be invoked. Adversaries or a compromised principal may enable model access to abuse expensive models (LLMjacking), to establish a durable ability to invoke models within the account, or to bypass organizational controls. This activity is distinct from changes to a resource-based model invocation policy and is identified by the Bedrock control-plane API calls that grant model entitlements and agreements.↳ also matches CreateFoundationModelAgreement, PutFoundationModelEntitlement

RegisterMarketplaceModelEndpoint

#
Service
AWS-bedrock

Description

Registers an existing AWS Marketplace model endpoint with Amazon Bedrock, enabling it to be used for Bedrock inference.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Untrusted Model Imported or Marketplace Endpoint Registered source medium: Detects when an AWS Bedrock custom model is imported or deployed, or when a marketplace model endpoint is created or registered, via the CreateModelImportJob, CreateCustomModelDeployment, CreateMarketplaceModelEndpoint, or RegisterMarketplaceModelEndpoint API calls. These actions introduce a model artifact from outside the organization's trusted training and approval pipeline. A backdoored, poisoned, or attacker-supplied model that downstream applications subsequently invoke represents a software supply-chain compromise. New model imports and marketplace endpoint registrations should be validated for artifact provenance (S3 source ownership), the registering identity, and whether the model originates from an approved internal pipeline.↳ also matches CreateCustomModelDeployment, CreateMarketplaceModelEndpoint, CreateModelImportJob

StartIngestionJob

#
Service
AWS-bedrock

Description

Starts an ingestion job to sync documents from a data source into a Bedrock knowledge base vector store.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteDataSource, DeleteKnowledgeBase, DeleteKnowledgeBaseDocuments, IngestKnowledgeBaseDocuments, UpdateDataSource, UpdateKnowledgeBase

UpdateAgent

#
Service
AWS-bedrock

Description

Updates the configuration of an existing Bedrock agent, such as its foundation model, instructions, or session timeout.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentActionGroup, CreateAgentAlias, PrepareAgent, UpdateAgentActionGroup, UpdateAgentAlias, UpdateAgentCollaborator

UpdateAgentActionGroup

#
Service
AWS-bedrock

Description

Updates an action group associated with a Bedrock agent, modifying its API schema or Lambda function configuration.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentActionGroup, CreateAgentAlias, PrepareAgent, UpdateAgent, UpdateAgentAlias, UpdateAgentCollaborator

UpdateAgentAlias

#
Service
AWS-bedrock

Description

Updates a Bedrock agent alias to point to a different agent version or update its description.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentActionGroup, CreateAgentAlias, PrepareAgent, UpdateAgent, UpdateAgentActionGroup, UpdateAgentCollaborator

UpdateAgentCollaborator

#
Service
AWS-bedrock

Description

Updates the configuration of a collaborator agent associated with a supervisor agent.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Agent or Action Group Manipulation source medium: Detects modification of deployed Amazon Bedrock agents and their action groups, collaborators, or aliases via the Bedrock Agent control plane. Adversaries with access to an AWS account can tamper with an existing, trusted agent by altering its instructions (UpdateAgent), adding or changing action groups that wire the agent to Lambda functions or APIs (CreateAgentActionGroup, UpdateAgentActionGroup), attaching or modifying collaborators (AssociateAgentCollaborator, UpdateAgentCollaborator), or repointing an alias to a tampered version (CreateAgentAlias, UpdateAgentAlias). A PrepareAgent call is required to make a tampered configuration live. By implanting malicious behavior into an agent that legitimate users continue to invoke, an attacker can maintain durable access through a trusted component. Creation of brand-new agents (CreateAgent) is intentionally excluded as lower-signal activity.↳ also matches AssociateAgentCollaborator, CreateAgentActionGroup, CreateAgentAlias, PrepareAgent, UpdateAgent, UpdateAgentActionGroup, UpdateAgentAlias

UpdateAgentKnowledgeBase

#
Service
AWS-bedrock

Description

Updates the configuration of a knowledge base associated with a Bedrock agent, such as its instruction or retrieval settings.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Third-Party or External Knowledge Base Associated to Agent source medium: Detects when an Amazon Bedrock agent is associated with, or updated to use, a knowledge base via the AssociateAgentKnowledgeBase, or UpdateAgentKnowledgeBase API actions. Bedrock agents consume knowledge base (RAG) content as trusted context for the model. By wiring an agent to an externally controlled or third-party knowledge base, or by swapping in an attacker-controlled knowledge base, an adversary can redraw the agent's trust boundary toward an untrusted source. This is a software-supply-chain compromise and an indirect prompt-injection delivery vector: poisoned or adversarial content served from the associated knowledge base is treated as authoritative by the agent. Validate that the associated knowledge base, and any underlying data source, is owned and controlled by your organization.↳ also matches AssociateAgentKnowledgeBase

UpdateAutomatedReasoningPolicy

#
Service
AWS-bedrock

Description

Updates an existing automated reasoning policy in Amazon Bedrock, modifying its rules or constraints.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
Provider_Nameeqbedrock.amazonaws.com1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Automated Reasoning Safety Policy Tampering source medium: Detects deletion or modification of AWS Bedrock Automated Reasoning policies via the DeleteAutomatedReasoningPolicy, UpdateAutomatedReasoningPolicy, or UpdateAutomatedReasoningPolicyAnnotations CloudTrail actions. Automated Reasoning policies are a Bedrock safety and validation control that constrains model outputs against formal rules. An adversary who deletes a policy or alters the policy definition or its annotations weakens an enforced output-validation defense, potentially allowing unsafe or non-compliant model responses to pass unchecked. Benign build, test-workflow, and test-case CRUD operations are intentionally excluded as they have no coherent abuse path.↳ also matches DeleteAutomatedReasoningPolicy, UpdateAutomatedReasoningPolicyAnnotations

UpdateAutomatedReasoningPolicyAnnotations

#
Service
AWS-bedrock

Description

Updates the annotations on an automated reasoning policy, revising human-authored labels or metadata on its rules.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
Provider_Nameeqbedrock.amazonaws.com1 ruleelastic

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Automated Reasoning Safety Policy Tampering source medium: Detects deletion or modification of AWS Bedrock Automated Reasoning policies via the DeleteAutomatedReasoningPolicy, UpdateAutomatedReasoningPolicy, or UpdateAutomatedReasoningPolicyAnnotations CloudTrail actions. Automated Reasoning policies are a Bedrock safety and validation control that constrains model outputs against formal rules. An adversary who deletes a policy or alters the policy definition or its annotations weakens an enforced output-validation defense, potentially allowing unsafe or non-compliant model responses to pass unchecked. Benign build, test-workflow, and test-case CRUD operations are intentionally excluded as they have no coherent abuse path.↳ also matches DeleteAutomatedReasoningPolicy, UpdateAutomatedReasoningPolicy

UpdateDataSource

#
Service
AWS-bedrock

Description

Updates the configuration of a data source in a Bedrock knowledge base, such as its S3 location or chunking strategy.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteDataSource, DeleteKnowledgeBase, DeleteKnowledgeBaseDocuments, IngestKnowledgeBaseDocuments, StartIngestionJob, UpdateKnowledgeBase

UpdateGuardrail

#
Service
AWS-bedrock

Description

Updates an existing Bedrock guardrail, modifying its content filters, topic denials, or sensitive information policies.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Guardrail Deleted or Weakened source medium: Detects deletion, weakening, or version management of AWS Bedrock guardrails via the DeleteGuardrail, UpdateGuardrail, DeleteEnforcedGuardrailConfiguration, or PutEnforcedGuardrailConfiguration APIs. Bedrock guardrails enforce content, topic, word, and sensitive-information policies on model invocations. Deleting a guardrail, loosening its policies, removing or overwriting the organization-enforced guardrail configuration, or creating a new version to enforce a weakened configuration allows an adversary to bypass these protections — the cloud control-plane equivalent of disabling a security tool. This activity should be validated against approved change management and the responsible identity.↳ also matches DeleteEnforcedGuardrailConfiguration, DeleteGuardrail, PutEnforcedGuardrailConfiguration

UpdateKnowledgeBase

#
Service
AWS-bedrock

Description

Updates the configuration of a Bedrock knowledge base, such as its description, role ARN, or storage configuration.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

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Elastic #

  • AWS Bedrock Knowledge Base or RAG Data Source Tampering source medium: Detects control-plane mutations to AWS Bedrock knowledge bases and their backing RAG data sources via CloudTrail. An adversary with access to Bedrock Agent APIs can poison the corpus that RAG-enabled models treat as authoritative by ingesting attacker-controlled documents (IngestKnowledgeBaseDocuments, StartIngestionJob), deleting legitimate documents (DeleteKnowledgeBaseDocuments), or repointing/altering the data source itself (CreateDataSource, UpdateDataSource, DeleteDataSource, UpdateKnowledgeBase). Because downstream applications and users trust model answers grounded in this stored data, tampering with the corpus is a stored data manipulation that can drive misinformation, fraud, or manipulated decisions at inference time. This is a New Terms rule that looks for the first time a given identity ARN performs one of these knowledge base or data source mutations within the history window.↳ also matches CreateDataSource, DeleteDataSource, DeleteKnowledgeBase, DeleteKnowledgeBaseDocuments, IngestKnowledgeBaseDocuments, StartIngestionJob, UpdateDataSource

UpdateProvisionedModelThroughput

#
Service
AWS-bedrock

Description

Updates a provisioned throughput commitment for a Bedrock model, modifying its model units or model ID.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Detection Rules #

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Elastic #

  • AWS Bedrock Provisioned Model Throughput Tampering source medium: Detects creation, modification, or deletion of AWS Bedrock Provisioned Model Throughput via the CreateProvisionedModelThroughput, UpdateProvisionedModelThroughput, and DeleteProvisionedModelThroughput APIs. Provisioned Throughput reserves dedicated, billed model capacity for Amazon Bedrock. An adversary who scales this capacity up can drive large, unauthorized cost (cloud resource/bill hijacking), while deleting reserved throughput can cause denial of service to production workloads that depend on that committed capacity. These control-plane changes should be validated against approved capacity-planning and change-management processes.↳ also matches CreateProvisionedModelThroughput, DeleteProvisionedModelThroughput

ListFoundationModels

#
Service
AWS-bedrock

Description

Returns a list of Amazon Bedrock foundation models available for use, including their providers, modalities, and inference types.

Fields #

NameDescription
eventNameThe name of the API action that was called.
eventSourceThe AWS service endpoint that received the request (e.g. iam.amazonaws.com).
eventTypeCloudTrail event category: AwsApiCall, AwsConsoleSignIn, AwsConsoleAction, AwsServiceEvent, or AwsVpceEvents.
userIdentityThe IAM entity that made the request (type, principalId, arn, accountId, sessionContext).
sourceIPAddressIP address of the caller, or the AWS service principal for service-initiated calls.
awsRegionAWS Region the request was made to.
requestParametersParameters sent with the request. Shape is action-specific; null when none.
responseElementsResponse elements. Shape is action-specific; null for reads or when absent.
errorCodeAWS service error code when the request failed. Absent on success.
errorMessageDescription of the error when errorCode is present.

Common Indicators #

Field/value combinations most frequently checked by detection rules targeting this event, derived from cross-vendor predicate analysis.

FieldKindValueRulesVendors
aws::eventSourceeqbedrock.amazonaws.com1 rulepanther, splunk
aws::userIdentity.accessKeyIdstarts_withAKIA1 ruleelastic
countgt91 rulesplunk

Detection Rules #

View all rules referencing this event →

Elastic #

  • AWS Bedrock Foundation Model Enumeration Followed by Invocation via Long-Term Key source high: Detects when an AWS principal using long-term IAM user credentials (AKIA* access key) enumerates available Bedrock foundation models and then invokes a model within the same 15-minute window. Most legitimate Bedrock workloads run under IAM roles with short-lived credentials; the combination of model enumeration followed by direct model invocation from a long-term IAM user key is unusual in production environments and consistent with an adversary using stolen credentials to discover and exploit available AI model capabilities. This pattern is associated with LLMjacking attacks where threat actors abuse compromised cloud credentials to run high-volume or high-cost model inference at the account owner's expense.

Splunk #