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cs.CR2026
Continuous Discovery of Vulnerabilities in LLM Serving Systems with Fuzzing
Yunze Zhao, Yibo Zhao, Yuchen Zhang +2
LLM inference and serving systems have become security-critical infrastructure; however, many of their most concerning failures arise from the serving layer rather than from model…
cs.CR2026
MT-JailBench: A Modular Benchmark for Understanding Multi-Turn Jailbreak Attacks
Xinkai Zhang, Zhipeng Wei, Huanli Gong +4
Multi-turn jailbreaks exploit the ability of large language models to accumulate and act on conversational context. Instead of stating a harmful request directly, an attacker can g…