Attacks on Third-Party APIs of Large Language Models
Authors: Wanru Zhao, Vidit Khazanchi, Haodi Xing, Xuanli He, Qiongkai Xu, Nicholas Donald Lane | Published: 2024-04-24
プロンプトインジェクション
Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models
Authors: Daniel Reti, Norman Becker, Tillmann Angeli, Anasuya Chattopadhyay, Daniel Schneider, Sebastian Vollmer, Hans D. Schotten | Published: 2024-04-24
zkLLM: Zero Knowledge Proofs for Large Language Models
Authors: Haochen Sun, Jason Li, Hongyang Zhang | Published: 2024-04-24
Protecting Your LLMs with Information Bottleneck
Authors: Zichuan Liu, Zefan Wang, Linjie Xu, Jinyu Wang, Lei Song, Tianchun Wang, Chunlin Chen, Wei Cheng, Jiang Bian | Published: 2024-04-22 | Updated: 2024-10-10
Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs
Authors: Javier Rando, Francesco Croce, Kryštof Mitka, Stepan Shabalin, Maksym Andriushchenko, Nicolas Flammarion, Florian Tramèr | Published: 2024-04-22 | Updated: 2024-06-06
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Authors: Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian | Published: 2024-04-21
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
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models
Authors: Yingchaojie Feng, Zhizhang Chen, Zhining Kang, Sijia Wang, Minfeng Zhu, Wei Zhang, Wei Chen | Published: 2024-04-12
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