LLMs and Contextual Integrity
New research shows LLMs struggle to manage data privacy as persistent memory introduces critical leakage risks.
I have been thinking a lot about AI and integrity. Part of that is contextual integrity. I recently found two papers on the topic. "CIMemories: A Compositional Benchmark for Contextual Integrity of Persistent Memory in LLMs": Large Language Models (LLMs) increasingly use persiste...
Schneier on Security
Source
Generated insight by OnAirToday AI
As LLMs evolve to rely on persistent memory for personalization, they face a growing tension between utility and privacy that current architectures fail to resolve. These findings highlight that scaling model size is insufficient to prevent the leak of sensitive user data across inappropriate task contexts.
Comments
Keep comments relevant and respectful. No links, advertising, self-promotion, or spam.