Evasion Attacks Against Bayesian Predictive Models
Authors: Pablo G. Arce, Roi Naveiro, David Ríos Insua | Published: 2025-06-11
ベイジアン敵対的学習
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness
Authors: Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier De Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2023-01-30
Surprises in adversarially-trained linear regression
Authors: Antônio H. Ribeiro, Dave Zachariah, Thomas B. Schön | Published: 2022-05-25 | Updated: 2022-10-20
Bounding Information Leakage in Machine Learning
Authors: Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida | Published: 2021-05-09 | Updated: 2023-03-07
Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks
Authors: Boyuan Feng, Yuke Wang, Zheng Wang, Yufei Ding | Published: 2020-09-22