Analytics Alerts

Browse the Cortex analytics alert reference.

Severity
Detection module
Data source
  • Unusual AI dataset modification Low Cloud 1 variation

    A cloud identity modified an AI dataset. MITRE ATLAS Techniques: AML.T0059 - Erode Dataset Integrity, AML.T0018.000 - Backdoor ML Model: Poison ML Model. OWASP Top 10 LLM Technique: LLM04 - Data and Model Poisoning.

    Activation:
    14 Days
    Training:
    30 Days
    Test:
    N/A (single event)
    Deduplication:
    5 Days
    ATT&CK tactics: Impact (TA0040)
    ATT&CK techniques: Data Manipulation: Stored Data Manipulation (T1565.001)
    Required data: AWS Audit Log Azure Audit Log Gcp Audit Log
    Detector tags: Cloud AI Infrastructure Analytics
    Attacker's goals: Poison datasets used by ML models.
    Investigative actions: Examine changed datasets and determine which ML models were affected. Investigate any unusual activity originating from the suspected identity.

    Variations

    Unusual AI dataset modification from an internal IP address

    Informational overridden

    A cloud identity modified an AI dataset. MITRE ATLAS Techniques: AML.T0059 - Erode Dataset Integrity, AML.T0018.000 - Backdoor ML Model: Poison ML Model. OWASP Top 10 LLM Technique: LLM04 - Data and Model Poisoning. overridden