Detection rules › Elastic
Entra ID Unusual Cloud Device Registration
Detects a sequence of events in Microsoft Entra ID indicative of suspicious cloud-based device registration via automated tooling like ROADtools or similar frameworks. This behavior involves adding a device via the Device Registration Service, followed by the assignment of registered users and owners — a pattern consistent with techniques used to establish persistence or acquire a Primary Refresh Token (PRT). ROADtools and similar tooling leave distinct telemetry signatures such as the Microsoft.OData.Client user agent. These sequences are uncommon in typical user behavior and may reflect abuse of device trust for session hijacking or silent token replay.
MITRE ATT&CK coverage
| Tactic | Techniques |
|---|---|
| Persistence | T1098.005 Account Manipulation: Device Registration |
| Privilege Escalation | T1098.005 Account Manipulation: Device Registration |
Event coverage
Rule body elastic
[metadata]
creation_date = "2025/06/13"
integration = ["azure"]
maturity = "production"
updated_date = "2026/04/10"
[rule]
author = ["Elastic"]
description = """
Detects a sequence of events in Microsoft Entra ID indicative of suspicious cloud-based device registration via automated
tooling like ROADtools or similar frameworks. This behavior involves adding a device via the Device Registration Service,
followed by the assignment of registered users and owners — a pattern consistent with techniques used to establish persistence or
acquire a Primary Refresh Token (PRT). ROADtools and similar tooling leave distinct telemetry signatures such as the
`Microsoft.OData.Client` user agent. These sequences are uncommon in typical user behavior and may reflect abuse of device
trust for session hijacking or silent token replay.
"""
from = "now-30m"
interval = "15m"
index = ["filebeat-*", "logs-azure.auditlogs-*"]
language = "eql"
license = "Elastic License v2"
name = "Entra ID Unusual Cloud Device Registration"
note = """## Triage and analysis
### Investigating Entra ID Unusual Cloud Device Registration
This rule detects a sequence of Microsoft Entra ID audit events consistent with cloud device registration abuse via ROADtools or similar automation frameworks. The activity includes three correlated events:
1. Add device operation from the Device Registration Service using suspicious user-agents (`Dsreg/*`, `DeviceRegistrationClient`, or `Microsoft.OData.Client/*`).
2. Addition of a registered user with an `enterprise registration` URN.
3. Assignment of a registered owner to the device.
This pattern has been observed in OAuth phishing and PRT abuse campaigns where adversaries silently register a cloud device to obtain persistent, trusted access.
### Possible investigation steps
- Identify the user principal associated with the device registration.
- Review the `azure.auditlogs.identity` field to confirm the Device Registration Service initiated the request.
- Check the user-agent in `azure.auditlogs.properties.additional_details.value`. Known attack tooling signatures include:
- `Dsreg/10.0 (Windows X.X.X)` - ROADtools Windows device registration
- `DeviceRegistrationClient` - ROADtools MacOS/Android device registration
- `Microsoft.OData.Client/*` - .NET-based tools or Graph SDK
- Examine the OS version in the modified properties to identify potentially suspicious or outdated versions.
- Verify the URN in the new value field (`urn:ms-drs:enterpriseregistration.windows.net`) is not being misused.
- Use `azure.correlation_id` to pivot across all three steps of the registration flow.
- Pivot to `azure.signinlogs` to detect follow-on activity using the new device, such as sign-ins involving refresh or primary refresh tokens.
- Look for signs of persistence or lateral movement enabled by the newly registered device.
- Identify the registered device name by reviewing `azure.auditlogs.properties.target_resources.0.display_name` and confirm it's expected for the user or organization.
- Use the correlation ID `azure.correlation_id` to pivot into registered user events from Entra ID audit logs and check `azure.auditlogs.properties.target_resources.0.user_principal_name` to identify the user associated with the device registration.
- Review any activity for this user from Entra ID sign-in logs, where the incoming token type is a `primaryRefreshToken`.
### False positive analysis
- Some MDM, autopilot provisioning flows, or third-party device management tools may generate similar sequences. Validate against known provisioning tools, expected rollout windows, and device inventory.
- Investigate whether the device name, OS version, and registration details align with normal IT workflows.
- Check if the user-agent corresponds to legitimate automation or tooling used by your organization.
### Response and remediation
- If confirmed malicious, remove the registered device from Entra ID.
- Revoke refresh tokens and primary refresh tokens associated with the user and device.
- Disable the user account and initiate password reset and identity verification procedures.
- Review audit logs and sign-in activity for additional indicators of persistence or access from the rogue device.
- Tighten conditional access policies to restrict device registration and enforce compliance or hybrid join requirements.
"""
references = [
"https://www.volexity.com/blog/2025/04/22/phishing-for-codes-russian-threat-actors-target-microsoft-365-oauth-workflows/",
"https://github.com/dirkjanm/ROADtools",
"https://dirkjanm.io/introducing-roadtools-token-exchange-roadtx/"
]
risk_score = 47
rule_id = "90efea04-5675-11f0-8f80-f661ea17fbcd"
severity = "medium"
tags = [
"Domain: Cloud",
"Domain: Identity",
"Data Source: Azure",
"Data Source: Microsoft Entra ID",
"Data Source: Microsoft Entra ID Audit Logs",
"Use Case: Identity and Access Audit",
"Tactic: Persistence",
"Resources: Investigation Guide",
]
timestamp_override = "event.ingested"
type = "eql"
query = '''
sequence by azure.correlation_id with maxspan=5m
[any where data_stream.dataset == "azure.auditlogs" and
azure.auditlogs.identity == "Device Registration Service" and
azure.auditlogs.operation_name == "Add device" and
(
azure.auditlogs.properties.additional_details.value like "Microsoft.OData.Client/*" or
azure.auditlogs.properties.additional_details.value like "Dsreg/*" or
azure.auditlogs.properties.additional_details.value == "DeviceRegistrationClient"
) and
`azure.auditlogs.properties.target_resources.0.modified_properties.1.display_name` == "CloudAccountEnabled" and
`azure.auditlogs.properties.target_resources.0.modified_properties.1.new_value` == "[true]"]
[any where data_stream.dataset == "azure.auditlogs" and
azure.auditlogs.operation_name == "Add registered users to device" and
`azure.auditlogs.properties.target_resources.0.modified_properties.2.new_value` like "*urn:ms-drs:enterpriseregistration.windows.net*"]
[any where data_stream.dataset == "azure.auditlogs" and
azure.auditlogs.operation_name == "Add registered owner to device"]
'''
[[rule.threat]]
framework = "MITRE ATT&CK"
[[rule.threat.technique]]
id = "T1098"
name = "Account Manipulation"
reference = "https://attack.mitre.org/techniques/T1098/"
[[rule.threat.technique.subtechnique]]
id = "T1098.005"
name = "Device Registration"
reference = "https://attack.mitre.org/techniques/T1098/005/"
[rule.threat.tactic]
id = "TA0003"
name = "Persistence"
reference = "https://attack.mitre.org/tactics/TA0003/"
[[rule.threat]]
framework = "MITRE ATT&CK"
[[rule.threat.technique]]
id = "T1098"
name = "Account Manipulation"
reference = "https://attack.mitre.org/techniques/T1098/"
[[rule.threat.technique.subtechnique]]
id = "T1098.005"
name = "Device Registration"
reference = "https://attack.mitre.org/techniques/T1098/005/"
[rule.threat.tactic]
id = "TA0004"
name = "Privilege Escalation"
reference = "https://attack.mitre.org/tactics/TA0004/"
Stages and Predicates
Ordered sequence: each step below must occur in order within 5m, correlated by azure.correlation_id.
Stage 1: any
[any where data_stream.dataset == "azure.auditlogs" and
azure.auditlogs.identity == "Device Registration Service" and
azure.auditlogs.operation_name == "Add device" and
(
azure.auditlogs.properties.additional_details.value like "Microsoft.OData.Client/*" or
azure.auditlogs.properties.additional_details.value like "Dsreg/*" or
azure.auditlogs.properties.additional_details.value == "DeviceRegistrationClient"
) and
`azure.auditlogs.properties.target_resources.0.modified_properties.1.display_name` == "CloudAccountEnabled" and
`azure.auditlogs.properties.target_resources.0.modified_properties.1.new_value` == "[true]"]
Stage 2: any
[any where data_stream.dataset == "azure.auditlogs" and
azure.auditlogs.operation_name == "Add registered users to device" and
`azure.auditlogs.properties.target_resources.0.modified_properties.2.new_value` like "*urn:ms-drs:enterpriseregistration.windows.net*"]
Stage 3: any
[any where data_stream.dataset == "azure.auditlogs" and
azure.auditlogs.operation_name == "Add registered owner to device"]
Indicators
Each row is a field, operator, and value that the rule matches. The corpus column counts how many other rules in the catalog look for the same combination: high numbers point to widely-used, community-vetted indicators. Blank or 1 shows that the indicator is specific to this rule.
| Field | Kind | Values |
|---|---|---|
`azure.auditlogs.properties.target_resources.0.modified_properties.1.display_name` | eq |
|
`azure.auditlogs.properties.target_resources.0.modified_properties.1.new_value` | eq |
|
`azure.auditlogs.properties.target_resources.0.modified_properties.2.new_value` | wildcard |
|
azure.auditlogs.identity | eq |
|
azure.auditlogs.operation_name | eq |
|
azure.auditlogs.properties.additional_details.value | eq |
|
azure.auditlogs.properties.additional_details.value | wildcard |
|
data_stream.dataset | eq |
|