AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Authors: Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian | Published: 2024-04-21
LLMセキュリティ
CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models
Authors: Manish Bhatt, Sahana Chennabasappa, Yue Li, Cyrus Nikolaidis, Daniel Song, Shengye Wan, Faizan Ahmad, Cornelius Aschermann, Yaohui Chen, Dhaval Kapil, David Molnar, Spencer Whitman, Joshua Saxe | Published: 2024-04-19
LLMs for Cyber Security: New Opportunities
Authors: Dinil Mon Divakaran, Sai Teja Peddinti | Published: 2024-04-17
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward
Authors: Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma | Published: 2024-04-12
Subtoxic Questions: Dive Into Attitude Change of LLM’s Response in Jailbreak Attempts
Authors: Tianyu Zhang, Zixuan Zhao, Jiaqi Huang, Jingyu Hua, Sheng Zhong | Published: 2024-04-12
Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs
Authors: Bibek Upadhayay, Vahid Behzadan | Published: 2024-04-09
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security
Authors: Yihe Fan, Yuxin Cao, Ziyu Zhao, Ziyao Liu, Shaofeng Li | Published: 2024-04-08 | Updated: 2024-08-11
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
Authors: Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz | Published: 2024-04-06
Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes
Authors: Divyanshu Kumar, Anurakt Kumar, Sahil Agarwal, Prashanth Harshangi | Published: 2024-04-05 | Updated: 2024-09-09
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion | Published: 2024-04-02 | Updated: 2024-10-07