Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
Authors: Shuai Zhao, Leilei Gan, Luu Anh Tuan, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen | Published: 2024-02-19 | Updated: 2024-03-29
攻撃手法
Manipulating hidden-Markov-model inferences by corrupting batch data
Authors: William N. Caballero, Jose Manuel Camacho, Tahir Ekin, Roi Naveiro | Published: 2024-02-19
FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning
Authors: Enrique Mármol Campos, Aurora González Vidal, José Luis Hernández Ramos, Antonio Skarmeta | Published: 2024-02-15
PAL: Proxy-Guided Black-Box Attack on Large Language Models
Authors: Chawin Sitawarin, Norman Mu, David Wagner, Alexandre Araujo | Published: 2024-02-15
Test-Time Backdoor Attacks on Multimodal Large Language Models
Authors: Dong Lu, Tianyu Pang, Chao Du, Qian Liu, Xianjun Yang, Min Lin | Published: 2024-02-13
Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports
Authors: Md Rayhanur Rahman, Brandon Wroblewski, Quinn Matthews, Brantley Morgan, Tim Menzies, Laurie Williams | Published: 2024-01-03
Can you See me? On the Visibility of NOPs against Android Malware Detectors
Authors: Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger | Published: 2023-12-28
A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models
Authors: Aysan Esmradi, Daniel Wankit Yip, Chun Fai Chan | Published: 2023-12-18
JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks
Authors: Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Ming Hu, Jie Zhang, Yang Liu, Shiqing Ma, Chao Shen | Published: 2023-12-17 | Updated: 2025-03-15
Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data
Authors: Youssra Cheriguene, Wael Jaafar, Halim Yanikomeroglu, Chaker Abdelaziz Kerrache | Published: 2023-12-16