CredLeakBench: Evaluating Credential Leakage and Recovery in LLM Agents.

arXiv:2610.08871v1 Announce Type: cross Abstract: Language model agents are increasingly deployed to automate everyday digital chores from managing emails and social media to handling banking and bills allowing users to step away from supervision. However, thi