autogen - 💡(How to fix) Fix Security: Add OWASP Agent Memory Guard to security docs (memory poisoning protection) [1 participants]

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microsoft/autogen#7683Fetched 2026-05-14 03:30:29
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The OWASP Top 10 for Agentic Applications (released 2025) identifies ASI06: Memory Poisoning as a critical vulnerability for agents with persistent memory.

AutoGen agents that use persistent memory stores are vulnerable to memory poisoning — where malicious content injected into memory silently influences future agent decisions across sessions.

Error Message

  • Enforces YAML-defined policies (block/warn/strip) at the memory boundary

Root Cause

The OWASP Top 10 for Agentic Applications (released 2025) identifies ASI06: Memory Poisoning as a critical vulnerability for agents with persistent memory.

AutoGen agents that use persistent memory stores are vulnerable to memory poisoning — where malicious content injected into memory silently influences future agent decisions across sessions.

Code Example

pip install agent-memory-guard
RAW_BUFFERClick to expand / collapse

Context

The OWASP Top 10 for Agentic Applications (released 2025) identifies ASI06: Memory Poisoning as a critical vulnerability for agents with persistent memory.

AutoGen agents that use persistent memory stores are vulnerable to memory poisoning — where malicious content injected into memory silently influences future agent decisions across sessions.

Request

Would the AutoGen team consider adding a mention of OWASP Agent Memory Guard to the security documentation or integration guides?

What it is: The OWASP reference implementation for ASI06 — a Python middleware that:

  • Detects tampered memory entries using SHA-256 integrity baselines
  • Scans memory reads/writes for prompt injection payloads and secret leakage
  • Enforces YAML-defined policies (block/warn/strip) at the memory boundary
  • Sub-100μs latency, zero external dependencies
pip install agent-memory-guard

GitHub: https://github.com/OWASP/www-project-agent-memory-guard
PyPI: https://pypi.org/project/agent-memory-guard/

This has been adopted by the UK Government BEIS Inspect AI evaluation framework as part of their AI safety evaluation suite.

Happy to provide a code example or contribute a documentation PR.

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