T6Defensive Counter-AI
Incident Response for AI Systems
Running incident response when the incident is a prompt injection or an abused agent: detect and triage the signal, contain by revoking tokens and cutting egress and disabling tools, do forensics from model and tool logs, and recover with the hole closed.
Advanced4 min readprofessional streamUpdated Sat Aug 01 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Learning objectives
- Detect and triage a suspected prompt-injection or agent-abuse incident from available signals
- Contain an active AI incident by revoking credentials, cutting egress, and disabling tools
- Reconstruct what happened from model, tool, and retrieval logs
- Recover and harden so the same injection path cannot silently reopen
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