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cs.CR2026
PYPILINE: Malicious PyPI Package Detection via Suspicious API Knowledge and Agent Workflow
Siyuan Pang, Yepeng Yao, Zhengwei Jiang +3
Detecting malicious PyPI packages is crucial for maintaining the security of the open source software supply chain. Traditional static rule detection methods require continuous mai…
cs.CR2026
Studying Detection Rule Generation as a Unified Task
Cheng Meng, Wenxin Le, Xinyi Li +4
Security systems use detection rules to identify suspicious activity. Existing studies often investigate rule generation for specific security systems, devoting substantial effort…
cs.CR2024★ 1 cited
Can LLMs Deeply Detect Complex Malicious Queries? A Framework for Jailbreaking via Obfuscating Intent
Shang Shang, Xinqiang Zhao, Zhongjiang Yao +5
To demonstrate and address the underlying maliciousness, we propose a theoretical hypothesis and analytical approach, and introduce a new black-box jailbreak attack methodology nam…