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SecOps for the AI Age: Detecting and Responding to AI‑Related Incidents

lowzscaler_threatlabzPublished 2026-07-02

AI-related incidents don’t look like traditional security alerts, which means SOC teams can’t rely on signature-based detections, structured logs, or legacy playbooks alone. Effective response depends on treating prompts, model outputs, connectors, and agent activity as security events that can be inspected, classified, correlated, and contained. AI incidents create a new detection gap:

MITRE ATT&CK techniques

Original source: https://www.zscaler.com/blogs/product-insights/secops-for-ai-incidents