Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models
Authors: Yiting Dong, Guobin Shen, Dongcheng Zhao, Xiang He, Yi Zeng | Published: 2024-10-05
攻撃手法
Impact of White-Box Adversarial Attacks on Convolutional Neural Networks
Authors: Rakesh Podder, Sudipto Ghosh | Published: 2024-10-02
Hard-Label Cryptanalytic Extraction of Neural Network Models
Authors: Yi Chen, Xiaoyang Dong, Jian Guo, Yantian Shen, Anyu Wang, Xiaoyun Wang | Published: 2024-09-18
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models
Authors: Hongyan Chang, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Reza Shokri | Published: 2024-09-11
AdaPPA: Adaptive Position Pre-Fill Jailbreak Attack Approach Targeting LLMs
Authors: Lijia Lv, Weigang Zhang, Xuehai Tang, Jie Wen, Feng Liu, Jizhong Han, Songlin Hu | Published: 2024-09-11
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective
Authors: Aoting Hu, Yanzhi Chen, Renjie Xie, Adrian Weller | Published: 2024-09-10
Well, that escalated quickly: The Single-Turn Crescendo Attack (STCA)
Authors: Alan Aqrawi, Arian Abbasi | Published: 2024-09-04 | Updated: 2024-09-10
Membership Inference Attacks Against In-Context Learning
Authors: Rui Wen, Zheng Li, Michael Backes, Yang Zhang | Published: 2024-09-02
Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack
Authors: Guanzhong Chen, Zhenghan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu | Published: 2024-09-02 | Updated: 2024-09-04
Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks
Authors: Yu He, Boheng Li, Yao Wang, Mengda Yang, Juan Wang, Hongxin Hu, Xingyu Zhao | Published: 2024-08-31 | Updated: 2024-09-04