Bayesian Adversarial Learning

Evasion Attacks Against Bayesian Predictive Models

Authors: Pablo G. Arce, Roi Naveiro, David Ríos Insua | Published: 2025-06-11
Backdoor Attack
Bayesian Adversarial Learning
Adversarial Perturbation Techniques
2025.06.11 2025.06.13
Literature Database

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
Backdoor Attack
Bayesian Adversarial Learning
Poisoning
2023.01.30 2025.05.28
Literature Database

Surprises in adversarially-trained linear regression

Authors: Antônio H. Ribeiro, Dave Zachariah, Thomas B. Schön | Published: 2022-05-25 | Updated: 2022-10-20
Bayesian Adversarial Learning
Robust Regression
Loss Term
2022.05.25 2025.05.28
Literature Database

Bounding Information Leakage in Machine Learning

Authors: Ganesh Del Grosso, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida | Published: 2021-05-09 | Updated: 2023-03-07
Bayesian Adversarial Learning
Membership Inference
2021.05.09 2025.05.28
Literature Database

Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks

Authors: Boyuan Feng, Yuke Wang, Zheng Wang, Yufei Ding | Published: 2020-09-22
Bayesian Adversarial Learning
Robustness
Attention Mechanism
2020.09.22 2025.05.28
Literature Database