Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios
Authors: Jingen Qu, Lijun Li, Bo Zhang, Yichen Yan, Jing Shao | Published: 2025-09-04
Prompt Injection
NeuroBreak: Unveil Internal Jailbreak Mechanisms in Large Language Models
Authors: Chuhan Zhang, Ye Zhang, Bowen Shi, Yuyou Gan, Tianyu Du, Shouling Ji, Dazhan Deng, Yingcai Wu | Published: 2025-09-04
VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities
Authors: Weizhe Wang, Wei Ma, Qiang Hu, Yao Zhang, Jianfei Sun, Bin Wu, Yang Liu, Guangquan Xu, Lingxiao Jiang | Published: 2025-09-03
PromptSleuth: Detecting Prompt Injection via Semantic Intent Invariance
Authors: Mengxiao Wang, Yuxuan Zhang, Guofei Gu | Published: 2025-08-28
Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning
Authors: Yanbo Dai, Zhenlan Ji, Zongjie Li, Kuan Li, Shuai Wang | Published: 2025-08-27
Safety Alignment Should Be Made More Than Just A Few Attention Heads
Authors: Chao Huang, Zefeng Zhang, Juewei Yue, Quangang Li, Chuang Zhang, Tingwen Liu | Published: 2025-08-27
MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies
Authors: Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren | Published: 2025-08-18
Systematic Analysis of MCP Security
Authors: Yongjian Guo, Puzhuo Liu, Wanlun Ma, Zehang Deng, Xiaogang Zhu, Peng Di, Xi Xiao, Sheng Wen | Published: 2025-08-18
Jailbreaking Commercial Black-Box LLMs with Explicitly Harmful Prompts
Authors: Chiyu Zhang, Lu Zhou, Xiaogang Xu, Jiafei Wu, Liming Fang, Zhe Liu | Published: 2025-08-14
Demystifying the Role of Rule-based Detection in AI Systems for Windows Malware Detection
Authors: Andrea Ponte, Luca Demetrio, Luca Oneto, Ivan Tesfai Ogbu, Battista Biggio, Fabio Roli | Published: 2025-08-13