3 papers
cs.CR2026
LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
Chiyu Zhang, Huiqin Yang, Bendong Jiang +8
The rapid proliferation of LLM-based autonomous agents in real operating system environments introduces a new category of safety risk beyond content safety: behavior jailbreak, whe…
cs.CR2025
WebGeoInfer: A Structure-Free and Multi-Stage Framework for Geolocation Inference of Devices Exposing Information
Huipeng Yang, Li Yang, Lichuan Ma +4
Remote management devices facilitate critical infrastructure monitoring for administrators but simultaneously increase asset exposure. Sensitive geographical information overlooked…
cs.CR2025
MirGuard: Towards a Robust Provenance-based Intrusion Detection System Against Graph Manipulation Attacks
Anyuan Sang, Lu Zhou, Li Yang +4
Learning-based Provenance-based Intrusion Detection Systems (PIDSes) have become essential tools for anomaly detection in host systems due to their ability to capture rich contextu…