On the Feasibility of Hijacking MLLMs’ Decision Chain via One Perturbation
Authors: Changyue Li, Jiaying Li, Youliang Yuan, Jiaming He, Zhicong Huang, Pinjia He | Published: 2025-11-25
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Adversarial Attack-Defense Co-Evolution for LLM Safety Alignment via Tree-Group Dual-Aware Search and Optimization
Authors: Xurui Li, Kaisong Song, Rui Zhu, Pin-Yu Chen, Haixu Tang | Published: 2025-11-24
Can LLMs Threaten Human Survival? Benchmarking Potential Existential Threats from LLMs via Prefix Completion
Authors: Yu Cui, Yifei Liu, Hang Fu, Sicheng Pan, Haibin Zhang, Cong Zuo, Licheng Wang | Published: 2025-11-24
Understanding and Mitigating Over-refusal for Large Language Models via Safety Representation
Authors: Junbo Zhang, Ran Chen, Qianli Zhou, Xinyang Deng, Wen Jiang | Published: 2025-11-24
LLM-CSEC: Empirical Evaluation of Security in C/C++ Code Generated by Large Language Models
Authors: Muhammad Usman Shahid, Chuadhry Mujeeb Ahmed, Rajiv Ranjan | Published: 2025-11-24
Defending Large Language Models Against Jailbreak Exploits with Responsible AI Considerations
Authors: Ryan Wong, Hosea David Yu Fei Ng, Dhananjai Sharma, Glenn Jun Jie Ng, Kavishvaran Srinivasan | Published: 2025-11-24
RoguePrompt: Dual-Layer Ciphering for Self-Reconstruction to Circumvent LLM Moderation
Authors: Benyamin Tafreshian | Published: 2025-11-24
Evaluation of Real-Time Mitigation Techniques for Cyber Security in IEC 61850 / IEC 62351 Substations
Authors: Akila Herath, Chen-Ching Liu, Junho Hong, Kuchan Park | Published: 2025-11-24
Subtract the Corruption: Training-Data-Free Corrective Machine Unlearning using Task Arithmetic
Authors: Mostafa Mozafari, Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri | Published: 2025-11-24
Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security
Authors: Wei Zhao, Zhe Li, Yige Li, Jun Sun | Published: 2025-11-20