Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks
Authors: Shuli Jiang, Swanand Ravindra Kadhe, Yi Zhou, Ling Cai, Nathalie Baracaldo | Published: 2023-12-07
Model Performance Evaluation
A Unified Hardware-based Threat Detector for AI Accelerators
Authors: Xiaobei Yan, Han Qiu, Tianwei Zhang | Published: 2023-11-28
Continuous Authentication Using Mouse Clickstream Data Analysis
Authors: Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy | Published: 2023-11-23
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection
Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-10-17
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
Authors: Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding | Published: 2023-10-16 | Updated: 2023-10-18
A Comprehensive Study of Privacy Risks in Curriculum Learning
Authors: Joann Qiongna Chen, Xinlei He, Zheng Li, Yang Zhang, Zhou Li | Published: 2023-10-16
Enhancing ML-Based DoS Attack Detection Through Combinatorial Fusion Analysis
Authors: Evans Owusu, Mohamed Rahouti, D. Frank Hsu, Kaiqi Xiong, Yufeng Xin | Published: 2023-10-02
Unbiased Watermark for Large Language Models
Authors: Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang | Published: 2023-09-22 | Updated: 2023-10-18
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
Authors: Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding | Published: 2023-08-20
Attesting Distributional Properties of Training Data for Machine Learning
Authors: Vasisht Duddu, Anudeep Das, Nora Khayata, Hossein Yalame, Thomas Schneider, N. Asokan | Published: 2023-08-18 | Updated: 2024-04-09