Low-Cost High-Power Membership Inference Attacks
Authors: Sajjad Zarifzadeh, Philippe Liu, Reza Shokri | Published: 2023-12-06 | Updated: 2024-06-12
攻撃手法
Breaking XOR Arbiter PUFs without Reliability Information
Authors: Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin | Published: 2023-12-03
FedTruth: Byzantine-Robust and Backdoor-Resilient Federated Learning Framework
Authors: Sheldon C. Ebron Jr., Kan Yang | Published: 2023-11-17
You Cannot Escape Me: Detecting Evasions of SIEM Rules in Enterprise Networks
Authors: Rafael Uetz, Marco Herzog, Louis Hackländer, Simon Schwarz, Martin Henze | Published: 2023-11-16 | Updated: 2023-12-19
Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment
Authors: Haoran Wang, Kai Shu | Published: 2023-11-15 | Updated: 2024-08-15
Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts
Authors: Yuanwei Wu, Xiang Li, Yixin Liu, Pan Zhou, Lichao Sun | Published: 2023-11-15 | Updated: 2024-01-20
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
Authors: Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran | Published: 2023-11-07 | Updated: 2023-11-29
Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition
Authors: Sander Schulhoff, Jeremy Pinto, Anaum Khan, Louis-François Bouchard, Chenglei Si, Svetlina Anati, Valen Tagliabue, Anson Liu Kost, Christopher Carnahan, Jordan Boyd-Graber | Published: 2023-10-24 | Updated: 2024-03-03
Deceptive Fairness Attacks on Graphs via Meta Learning
Authors: Jian Kang, Yinglong Xia, Ross Maciejewski, Jiebo Luo, Hanghang Tong | Published: 2023-10-24
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models
Authors: Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun | Published: 2023-10-23 | Updated: 2023-12-14