PrivacyFlow: Privacy in AI Agents through Information Flow Analysis and Consequence-Aware Risk Management.

arXiv:2610.40714v1 Announce Type: cross Abstract: Autonomous LLM agents executing multi-step workflows over personal data often misalign with user privacy expectations and leak sensitive, out-of-context information. Although Contextual Integrity (CI) formalize