Compositional Privacy Leakage

New Papers Map Safer LLMs as Microsoft Copilot Tuning Reportedly Uses Participant-Aware Access Controls

The focus shifts from cataloging failures to prescribing deterministic security and modular methods that boost reliability in enterprise and domain deployments.