Techniques › T1119 › AN0534
AN0534 Analytic 0534
SaaS · attack.mitre.org · ATT&CK Enterprise v19.2
<p>Suspicious sign-ins to Graph API or sensitive resources using non-browser scripting agents (e.g., Python, PowerShell), often for programmatic access to mailbox or OneDrive content.</p>
- Detects
- T1119 Automated Collection
- Part of
- DET0186 Automated File and API Collection Detection Across Platforms
Log sources and channels
Exactly as MITRE states them in x_mitre_log_source_references. Where a channel is vague, it is vague in the source; kevmap does not tidy it.
| Log source | Channel | Data component |
|---|---|---|
| azure:signinlogs | Operation=UserLogin | DC0002 User Account Authentication |
Mutable elements
Parameters MITRE marks as environment-specific. These are the knobs you are expected to tune; they are why an analytic is not a rule.
| Field | Description |
|---|---|
UserAgentFilter | Filter for scripting agents (e.g., Python, PowerShell) which may vary by org. |
ExpectedClientIPList | Set of known internal or managed IPs to filter benign automation. |
DeviceProperties | Expected managed device profiles used to detect unmanaged devices. |
KEV CVEs whose mapped technique this analytic detects
| CVE | Vendor / product | State |
|---|---|---|
| CVE-2010-2861 | Adobe ColdFusion | Mapped |