FlipLLM: Efficient Bit-Flip Attacks on Multimodal LLMs using Reinforcement Learning
Authors: Khurram Khalil, Khaza Anuarul Hoque | Published: 2025-12-10
大規模言語モデル
Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs
Authors: Yinan Zhong, Qianhao Miao, Yanjiao Chen, Jiangyi Deng, Yushi Cheng, Wenyuan Xu | Published: 2025-12-09
SoK: a Comprehensive Causality Analysis Framework for Large Language Model Security
Authors: Wei Zhao, Zhe Li, Jun Sun | Published: 2025-12-04
Benchmarking and Understanding Safety Risks in AI Character Platforms
Authors: Yiluo Wei, Peixian Zhang, Gareth Tyson | Published: 2025-12-01
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
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
Can MLLMs Detect Phishing? A Comprehensive Security Benchmark Suite Focusing on Dynamic Threats and Multimodal Evaluation in Academic Environments
Authors: Jingzhuo Zhou | Published: 2025-11-19
Beyond Fixed and Dynamic Prompts: Embedded Jailbreak Templates for Advancing LLM Security
Authors: Hajun Kim, Hyunsik Na, Daeseon Choi | Published: 2025-11-18
ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models
Authors: Siyang Cheng, Gaotian Liu, Rui Mei, Yilin Wang, Kejia Zhang, Kaishuo Wei, Yuqi Yu, Weiping Wen, Xiaojie Wu, Junhua Liu | Published: 2025-11-17
Specification-Guided Vulnerability Detection with Large Language Models
Authors: Hao Zhu, Jia Li, Cuiyun Gao, Jiaru Qian, Yihong Dong, Huanyu Liu, Lecheng Wang, Ziliang Wang, Xiaolong Hu, Ge Li | Published: 2025-11-06