Machine Learning · Computer Science
Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks
Ang Li, Yin Zhou, Vethavikashini Chithrra Raghuram, Tom Goldstein +1
2025-02-13
Cryptography and Security · Computer Science
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen +2
2024-10-30
Computation and Language · Computer Science
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents
Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su +2
2024-02-16
Cryptography and Security · Computer Science
LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems
Vitor Hugo Galhardo Moia, Igor Jochem Sanz, Gabriel Antonio Fontes Rebello, Rodrigo Duarte de Meneses +2
2025-09-16
Cryptography and Security · Computer Science
From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem
Yanxu Mao, Tiehan Cui, Peipei Liu, Datao You +1
2025-08-04
Cryptography and Security · Computer Science
Large Language Model Adversarial Landscape Through the Lens of Attack Objectives
Nan Wang, Kane Walter, Yansong Gao, Alsharif Abuadbba
2025-02-06
Cryptography and Security · Computer Science
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies
Feng He, Tianqing Zhu, Dayong Ye, Bo Liu +2
2025-11-04
Cryptography and Security · Computer Science
From Secure Agentic AI to Secure Agentic Web: Challenges, Threats, and Future Directions
Zhihang Deng, Jiaping Gui, Weinan Zhang
2026-03-03
Artificial Intelligence · Computer Science
Applying Large Language Models to Power Systems: Potential Security Threats
Jiaqi Ruan, Gaoqi Liang, Huan Zhao, Guolong Liu +5
2024-01-25
Cryptography and Security · Computer Science
Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs
Man Hu, Xinyi Wu, Zuofeng Suo, Jinbo Feng +4
2025-10-10
Cryptography and Security · Computer Science
LLM-enabled Applications Require System-Level Threat Monitoring
Yedi Zhang, Haoyu Wang, Xianglin Yang, Jin Song Dong +1
2026-02-24
Cryptography and Security · Computer Science
Attack and defense techniques in large language models: A survey and new perspectives
Zhiyu Liao, Kang Chen, Yuanguo Lin, Kangkang Li +4
2025-05-05
Cryptography and Security · Computer Science
When LLMs Go Online: The Emerging Threat of Web-Enabled LLMs
Hanna Kim, Minkyoo Song, Seung Ho Na, Seungwon Shin +1
2025-02-04
Cryptography and Security · Computer Science
Large Language Models in Cybersecurity: State-of-the-Art
Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd, Pejman Najafi +2
2024-02-05
Cryptography and Security · Computer Science
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems
Fangzhou Wu, Ning Zhang, Somesh Jha, Patrick McDaniel +1
2024-03-01
Cryptography and Security · Computer Science
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices
Sara Abdali, Richard Anarfi, CJ Barberan, Jia He +1
2025-06-13
Artificial Intelligence · Computer Science
Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents
Yuyou Gan, Yong Yang, Zhe Ma, Ping He +9
2024-11-15
Cryptography and Security · Computer Science
Combating Phone Scams with LLM-based Detection: Where Do We Stand?
Zitong Shen, Kangzhong Wang, Youqian Zhang, Grace Ngai +1
2024-10-18
Cryptography and Security · Computer Science
Misusing Tools in Large Language Models With Visual Adversarial Examples
Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta +3
2023-10-06