AI Red Team: 12 Failures Beyond Prompt Injection
A practical AI Red Team guide for testing agents, RAG, memory, tools, and autonomy workflows beyond prompt injection, with checklists, metrics, and controls.
Security research, tradecraft, and defense for LLMs, RAG, agents, MCP, prompt injection, and agentic systems.
A practical AI Red Team guide for testing agents, RAG, memory, tools, and autonomy workflows beyond prompt injection, with checklists, metrics, and controls.
Authorized reconnaissance for enterprise AI: map LLMs, RAG pipelines, agents, tools, IAM, APIs, cloud exposure, and evidence without drifting out of scope.
Autonomous Pentest Agents can accelerate Red Team operations, but they also introduce risk around prompt injection, tool misuse, scope control, evidence quality, and detection.
AI as C2 is a real threat in enterprise environments. This guide covers 5 critical risks, detection indicators, and practical defenses for Blue Team.
Prompt injection is not theoretical. It is a real vulnerability affecting AI applications through direct, indirect, multimodal, and RAG-based attack paths. This guide covers vectors, POCs, evasion techniques, testing, and defenses.
A practical lab-based methodology for assessing router security with Claude, MCP, controlled recon, vendor disclosure, and defensible evidence handling.