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
Improved Flow Recovery from Packet Data
Authors: Anthony Kenyon, David Elizondo, Lipika Deka | Published: 2023-10-15
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?
Authors: Michael Fu, Chakkrit Tantithamthavorn, Van Nguyen, Trung Le | Published: 2023-10-15
Securing the Digital World: Protecting smart infrastructures and digital industries with Artificial Intelligence (AI)-enabled malware and intrusion detection
Authors: Marc Schmitt | Published: 2023-10-15
Digital Deception: Generative Artificial Intelligence in Social Engineering and Phishing
Authors: Marc Schmitt, Ivan Flechais | Published: 2023-10-15
Private Synthetic Data Meets Ensemble Learning
Authors: Haoyuan Sun, Navid Azizan, Akash Srivastava, Hao Wang | Published: 2023-10-15
A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization
Authors: Xiao Li, Weili Wu | Published: 2023-10-14
BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries
Authors: Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen | Published: 2023-10-14
DPZero: Private Fine-Tuning of Language Models without Backpropagation
Authors: Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He | Published: 2023-10-14 | Updated: 2024-06-06