MemoryGraft: Poisoning LLM Agents Through Experience Retrieval
Published:Dec 18, 2025 08:34
•1 min read
•ArXiv
Analysis
This ArXiv paper highlights a critical vulnerability in LLM agents, demonstrating how attackers can persistently compromise their behavior. The research showcases a novel attack vector by poisoning the experience retrieval mechanism.
Key Takeaways
- •MemoryGraft exploits the experience retrieval process to inject malicious information.
- •This attack allows for persistent compromise of LLM agent behavior.
- •The paper likely discusses potential mitigation strategies.
Reference
“The paper originates from ArXiv, indicating peer-review is pending or was bypassed for rapid dissemination.”