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49 starsPython

AgentThreatBench – Benchmark for AI Agent Memory Security

by vgudur297·Jun 1, 2026·2 points·0 comments

AI Analysis

●●●BangerBig BrainSolve My Problem

First OWASP-backed security layer for ASI06 memory poisoning in agentic AI.

Strengths
  • Addresses ASI06 Memory Poisoning from OWASP Top 10 for LLM Apps — a new vulnerability class.
  • Runtime interception blocks attacks before they corrupt agent behavior across sessions.
  • Integrations with LangChain, AutoGen, OpenAI Agents SDK mean drop-in adoption.
Weaknesses
  • Agent security category is heating up — competing with emerging frameworks like Guardrails AI.
  • Title says 'Benchmark' but it's a defense library — naming confusion hurts discoverability.
Category
Target Audience

AI/ML engineers building agentic applications

Similar To

Guardrails AI · LLM Guard · Rebuff

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