AI Security Research
2,529+ academic papers on AI security, attacks, and defenses
Survey HIGH
Zimo Ji, Xunguang Wang, Zongjie Li +6 more
Large Language Model (LLM)-based agents with function-calling capabilities are increasingly deployed, but remain vulnerable to Indirect Prompt...
5 months ago cs.CR cs.AI
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Survey HIGH
Gioliano de Oliveira Braga, Pedro Henrique dos Santos Rocha, Rafael Pimenta de Mattos Paixão +3 more
Wi-Fi Channel State Information (CSI) has been repeatedly proposed as a biometric modality, often with reports of high accuracy and operational...
5 months ago cs.CR cs.LG cs.NI
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Survey HIGH
Qin Zhou, Zhexin Zhang, Zhi Li +1 more
With the rapid advancement of AI models, their deployment across diverse tasks has become increasingly widespread. A notable emerging application is...
6 months ago cs.CL cs.CR
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Survey HIGH
Wu Yichao, Wang Yirui, Ding Panpan +3 more
With the wide application of deep reinforcement learning (DRL) techniques in complex fields such as autonomous driving, intelligent manufacturing,...
6 months ago cs.CR cs.AI cs.LG
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Survey HIGH
Wm. Matthew Kennedy, Cigdem Patlak, Jayraj Dave +10 more
AI systems have the potential to produce both benefits and harms, but without rigorous and ongoing adversarial evaluation, AI actors will struggle to...
6 months ago cs.CY cs.AI cs.CR
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Survey HIGH
Francesco Giarrusso, Olga E. Sorokoletova, Vincenzo Suriani +1 more
Jailbreaking techniques pose a significant threat to the safety of Large Language Models (LLMs). Existing defenses typically focus on single-turn...
7 months ago cs.CL cs.AI
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Survey HIGH
Weibo Zhao, Jiahao Liu, Bonan Ruan +2 more
Model Context Protocol (MCP) servers enable AI applications to connect to external systems in a plug-and-play manner, but their rapid proliferation...
7 months ago cs.CR cs.SE
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