Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots
Authors: Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Jiyong Jang, Sicheng Mao, Muchao Ye, Jinyuan Jia, Zhaohan Xi | Published: 2025-02-28 | Updated: 2025-04-16
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Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Authors: Ivoline Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy | Published: 2025-02-22 | Updated: 2025-07-28
Unveiling Privacy Risks in LLM Agent Memory
Authors: Bo Wang, Weiyi He, Shenglai Zeng, Zhen Xiang, Yue Xing, Jiliang Tang, Pengfei He | Published: 2025-02-17 | Updated: 2025-06-03
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language
Authors: Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang | Published: 2025-02-13 | Updated: 2025-05-26
Trustworthy AI: Safety, Bias, and Privacy — A Survey
Authors: Xingli Fang, Jianwei Li, Varun Mulchandani, Jung-Eun Kim | Published: 2025-02-11 | Updated: 2025-06-11
Model Provenance Testing for Large Language Models
Authors: Ivica Nikolic, Teodora Baluta, Prateek Saxena | Published: 2025-02-02 | Updated: 2025-10-30
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
Authors: Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr | Published: 2025-02-01 | Updated: 2025-06-30
TombRaider: Entering the Vault of History to Jailbreak Large Language Models
Authors: Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li | Published: 2025-01-27 | Updated: 2025-08-25
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
Authors: Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Yuyu Zhao | Published: 2024-12-30 | Updated: 2025-04-15
From Vulnerabilities to Remediation: A Systematic Literature Review of LLMs in Code Security
Authors: Enna Basic, Alberto Giaretta | Published: 2024-12-19 | Updated: 2025-04-14