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cs.CR2026
Mission (Im)Possible: Towards Autonomous Discovery of Autopilot Logic Flaws in Open-Source Drone Frameworks
Ziyi Liang, Zichuan Li, Bin Yuan +2
Autonomous drones are increasingly deployed in safety-critical tasks, yet their autopilot software can still contain subtle logic flaws that lead to unsafe behaviors. These flaws a…
cs.CR2026
AGATE: Provenance-Based Runtime Defense Against Compositional Attacks on LLM Agents
Xiaorui Zhang, Zhuoran Cheng, Kailin Liu +6
LLM agents can produce harmful effects through sequences of ordinary operations. Judging such actions requires establishing both the authority that permits them and the origin of t…
cs.CR2026
Bulkhead: Automated Semantic Detection and Remediation of Container Escape Vulnerabilities
Qiyuan Fan, Zhi Li, Junjie Li +3
Container filesystem isolation depends on safely resolving container-controlled paths during privileged host-container interactions. As third-party plugins and agent sandboxes intr…