#Memory Systems

3 articles with this tag

InjecMEM: A New Threat to LLM Memory

New InjecMEM attack targets LLM agent memory with single interaction, highlighting security gaps in persistent personalization.

FluxMem revolutionizes LLM agent memory, treating it as a dynamic, evolving graph to achieve state-of-the-art performance in complex environments.

Microsoft Research's PlugMem system transforms AI interaction logs into structured knowledge, boosting agent efficiency and performance.