3 papers
cs.CR2025
The Shawshank Redemption of Embodied AI: Understanding and Benchmarking Indirect Environmental Jailbreaks
Chunyang Li, Zifeng Kang, Junwei Zhang +4
The adoption of Vision-Language Models (VLMs) in embodied AI agents, while being effective, brings safety concerns such as jailbreaking. Prior work have explored the possibility of…
cs.CR2025
Cutting the Fuse: Actionable APT Attack Blocking in Provenance-based IDS
Weiheng Wu, Wei Qiao, Teng Li +4
Provenance-based Intrusion Detection Systems (PIDS) are a critical line of defense against Advanced Persistent Threats (APTs). However, their practical deployment is crippled by al…
cs.CR2025
CPA-RAG:Covert Poisoning Attacks on Retrieval-Augmented Generation in Large Language Models
Chunyang Li, Junwei Zhang, Anda Cheng +3
Retrieval-Augmented Generation (RAG) enhances large language models (LLMs) by incorporating external knowledge, but its openness introduces vulnerabilities that can be exploited by…