VADER: A Human-Evaluated Benchmark for Vulnerability Assessment, Detection, Explanation, and Remediation
Authors: Ethan TS. Liu, Austin Wang, Spencer Mateega, Carlos Georgescu, Danny Tang | Published: 2025-05-26
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Security Concerns for Large Language Models: A Survey
Authors: Miles Q. Li, Benjamin C. M. Fung | Published: 2025-05-24 | Updated: 2025-08-20
LLM-Driven APT Detection for 6G Wireless Networks: A Systematic Review and Taxonomy
Authors: Muhammed Golec, Yaser Khamayseh, Suhib Bani Melhem, Abdulmalik Alwarafy | Published: 2025-05-24 | Updated: 2025-06-23
Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models
Authors: Junjie Xiong, Changjia Zhu, Shuhang Lin, Chong Zhang, Yongfeng Zhang, Yao Liu, Lingyao Li | Published: 2025-05-22
Backdoor Cleaning without External Guidance in MLLM Fine-tuning
Authors: Xuankun Rong, Wenke Huang, Jian Liang, Jinhe Bi, Xun Xiao, Yiming Li, Bo Du, Mang Ye | Published: 2025-05-22
CAIN: Hijacking LLM-Humans Conversations via a Two-Stage Malicious System Prompt Generation and Refining Framework
Authors: Viet Pham, Thai Le | Published: 2025-05-22
Unlearning Isn’t Deletion: Investigating Reversibility of Machine Unlearning in LLMs
Authors: Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Haibo Hu, Minxin Du | Published: 2025-05-22
CoTSRF: Utilize Chain of Thought as Stealthy and Robust Fingerprint of Large Language Models
Authors: Zhenzhen Ren, GuoBiao Li, Sheng Li, Zhenxing Qian, Xinpeng Zhang | Published: 2025-05-22
When Safety Detectors Aren’t Enough: A Stealthy and Effective Jailbreak Attack on LLMs via Steganographic Techniques
Authors: Jianing Geng, Biao Yi, Zekun Fei, Tongxi Wu, Lihai Nie, Zheli Liu | Published: 2025-05-22
Mitigating Fine-tuning Risks in LLMs via Safety-Aware Probing Optimization
Authors: Chengcan Wu, Zhixin Zhang, Zeming Wei, Yihao Zhang, Meng Sun | Published: 2025-05-22