Detection rules › Kusto

TI map Email entity to SigninLogs

Severity
medium
Time window
14d
Group by
EmailSenderAddress, IndicatorId, UserPrincipalName
Source
github.com/Azure/Azure-Sentinel

Identifies a match in SigninLogs table from any Email IOC from TI

MITRE ATT&CK coverage

TacticTechniques
Initial Access

Telemetry coverage

Rule body

id: 30fa312c-31eb-43d8-b0cc-bcbdfb360822
name: TI map Email entity to SigninLogs
description: |
  'Identifies a match in SigninLogs table from any Email IOC from TI'
severity: Medium
requiredDataConnectors:
  - connectorId: ThreatIntelligence
    dataTypes:
      - ThreatIntelligenceIndicator
  - connectorId: ThreatIntelligenceTaxii
    dataTypes:
      - ThreatIntelligenceIndicator
  - connectorId: AzureActiveDirectory
    dataTypes:
      - SigninLogs
  - connectorId: AzureActiveDirectory
    dataTypes:
      - AADNonInteractiveUserSignInLogs
  - connectorId: MicrosoftDefenderThreatIntelligence
    dataTypes:
      - ThreatIntelligenceIndicator
queryFrequency: 1h
queryPeriod: 14d
triggerOperator: gt
triggerThreshold: 0
tactics:
  - InitialAccess
relevantTechniques:
  - T1566
query: |
  let dt_lookBack = 1h;
  let ioc_lookBack = 14d;
  let emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$';
  let Signins = materialize(union isfuzzy=true
  ( SigninLogs | where TimeGenerated >= ago(dt_lookBack)),
  ( AADNonInteractiveUserSignInLogs | where TimeGenerated >= ago(dt_lookBack)
      | extend Status = todynamic(Status), LocationDetails = todynamic(LocationDetails))
  | where isnotempty(UserPrincipalName) and UserPrincipalName matches regex emailregex
  | extend UserPrincipalName = tolower(UserPrincipalName)
  | extend Status = todynamic(Status), LocationDetails = todynamic(LocationDetails)
  | extend StatusCode = tostring(Status.errorCode), StatusDetails = tostring(Status.additionalDetails)
  | extend State = tostring(LocationDetails.state), City = tostring(LocationDetails.city), Region = tostring(LocationDetails.countryOrRegion)
  | extend SigninLogs_TimeGenerated = TimeGenerated);
  let SigninUPNs = Signins | distinct UserPrincipalName | summarize make_list(UserPrincipalName);
  ThreatIntelligenceIndicator
  //Filtering the table for Email related IOCs
  | where isnotempty(EmailSenderAddress)
  | where TimeGenerated >= ago(ioc_lookBack)
  | where EmailSenderAddress in (SigninUPNs)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
  | where Active == true and ExpirationDateTime > now()
  | where Description !contains_cs "State: inactive;" and Description !contains_cs "State: falsepos;"
  | join kind=innerunique (Signins) on $left.EmailSenderAddress == $right.UserPrincipalName
  | where SigninLogs_TimeGenerated < ExpirationDateTime
  | summarize SigninLogs_TimeGenerated = arg_max(SigninLogs_TimeGenerated, *) by IndicatorId, UserPrincipalName
  | project SigninLogs_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, Url, ExpirationDateTime, ConfidenceScore, EmailSenderName, EmailRecipient, EmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, IPAddress, UserPrincipalName, AppDisplayName, StatusCode, StatusDetails, NetworkIP, NetworkDestinationIP, NetworkSourceIP, Type
  | extend Name = tostring(split(UserPrincipalName, '@', 0)[0]), UPNSuffix = tostring(split(UserPrincipalName, '@', 1)[0])
  | extend timestamp = SigninLogs_TimeGenerated
entityMappings:
  - entityType: Account
    fieldMappings:
      - identifier: FullName
        columnName: UserPrincipalName
      - identifier: Name
        columnName: Name
      - identifier: UPNSuffix
        columnName: UPNSuffix 
  - entityType: IP
    fieldMappings:
      - identifier: Address
        columnName: IPAddress
  - entityType: URL
    fieldMappings:
      - identifier: Url
        columnName: Url
version: 1.2.7
kind: Scheduled

Stages and Predicates

Parameters

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$';

Let binding: Signins used in Stage 8

let Signins = materialize(union isfuzzy=true
( SigninLogs | where TimeGenerated >= ago(dt_lookBack)),
( AADNonInteractiveUserSignInLogs | where TimeGenerated >= ago(dt_lookBack)
    | extend Status = todynamic(Status), LocationDetails = todynamic(LocationDetails))
| where isnotempty(UserPrincipalName) and UserPrincipalName matches regex emailregex
| extend UserPrincipalName = tolower(UserPrincipalName)
| extend Status = todynamic(Status), LocationDetails = todynamic(LocationDetails)
| extend StatusCode = tostring(Status.errorCode), StatusDetails = tostring(Status.additionalDetails)
| extend State = tostring(LocationDetails.state), City = tostring(LocationDetails.city), Region = tostring(LocationDetails.countryOrRegion)
| extend SigninLogs_TimeGenerated = TimeGenerated);

Let binding: SigninUPNs used in Stage 4

let SigninUPNs = Signins | distinct UserPrincipalName | summarize make_list(UserPrincipalName);

Stage 1: source

ThreatIntelligenceIndicator

Stage 2: where

| where isnotempty(EmailSenderAddress)

Stage 3: where

| where TimeGenerated >= ago(ioc_lookBack)

Stage 4: where

| where EmailSenderAddress in (SigninUPNs)

Stage 5: summarize

| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId

Stage 6: where

| where Active == true and ExpirationDateTime > now()

Stage 7: where

| where Description !contains_cs "State: inactive;" and Description !contains_cs "State: falsepos;"

Stage 8: join

| join kind=innerunique (Signins) on $left.EmailSenderAddress == $right.UserPrincipalName

Stage 9: where

| where SigninLogs_TimeGenerated < ExpirationDateTime

Stage 10: summarize

| summarize SigninLogs_TimeGenerated = arg_max(SigninLogs_TimeGenerated, *) by IndicatorId, UserPrincipalName

Stage 11: project

| project SigninLogs_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, Url, ExpirationDateTime, ConfidenceScore, EmailSenderName, EmailRecipient, EmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, IPAddress, UserPrincipalName, AppDisplayName, StatusCode, StatusDetails, NetworkIP, NetworkDestinationIP, NetworkSourceIP, Type

Stage 12: extend

| extend Name = tostring(split(UserPrincipalName, '@', 0)[0]), UPNSuffix = tostring(split(UserPrincipalName, '@', 1)[0])

Stage 13: extend

| extend timestamp = SigninLogs_TimeGenerated

Exclusions

The rule actively suppresses these predicates.

FieldKindExcluded valuesSearch
DescriptioncontainsState: falsepos;excludes:Description field:"Description" value:"State: falsepos;"
DescriptioncontainsState: inactive;excludes:Description field:"Description" value:"State: inactive;"

Indicators

These rows show field, operator, and value matches.

Output fields

These fields are emitted when the rule matches.

FieldSource
ActivityGroupNamesproject
AppDisplayNameproject
ConfidenceScoreproject
Descriptionproject
EmailRecipientproject
EmailSenderNameproject
EmailSourceDomainproject
EmailSourceIpAddressproject
EmailSubjectproject
ExpirationDateTimeproject
FileHashTypeproject
FileHashValueproject
IPAddressproject
IndicatorIdproject
NetworkDestinationIPproject
NetworkIPproject
NetworkSourceIPproject
SigninLogs_TimeGeneratedproject
StatusCodeproject
StatusDetailsproject
ThreatTypeproject
Typeproject
Urlproject
UserPrincipalNameproject
Nameextend
UPNSuffixextend
timestampextend