Minimax rates of convergence for nonparametric regression under adversarial attacks
Authors: Jingfu Peng, Yuhong Yang | Published: 2024-10-12 | Updated: 2025-05-13
Adversarial Training
LOTOS: Layer-wise Orthogonalization for Training Robust Ensembles
Authors: Ali Ebrahimpour-Boroojeny, Hari Sundaram, Varun Chandrasekaran | Published: 2024-10-07
AdvSecureNet: A Python Toolkit for Adversarial Machine Learning
Authors: Melih Catal, Manuel Günther | Published: 2024-09-04
OTAD: An Optimal Transport-Induced Robust Model for Agnostic Adversarial Attack
Authors: Kuo Gai, Sicong Wang, Shihua Zhang | Published: 2024-08-01
How to beat a Bayesian adversary
Authors: Zihan Ding, Kexin Jin, Jonas Latz, Chenguang Liu | Published: 2024-07-11
Diffusion-based Adversarial Purification for Intrusion Detection
Authors: Mohamed Amine Merzouk, Erwan Beurier, Reda Yaich, Nora Boulahia-Cuppens, Frédéric Cuppens | Published: 2024-06-25
Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs
Authors: Fan Liu, Zhao Xu, Hao Liu | Published: 2024-06-07
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
Authors: Thibault Simonetto, Salah Ghamizi, Maxime Cordy | Published: 2024-06-02
Can Implicit Bias Imply Adversarial Robustness?
Authors: Hancheng Min, René Vidal | Published: 2024-05-24 | Updated: 2024-06-05
Cross-Input Certified Training for Universal Perturbations
Authors: Changming Xu, Gagandeep Singh | Published: 2024-05-15 | Updated: 2024-09-09