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
バックドア攻撃
ベイジアン敵対的学習
ポイズニング
2023.01.30 2025.05.12
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
ベイジアン敵対的学習
ロバスト回帰
損失項
2022.05.25 2025.05.13
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
ベイジアン敵対的学習
メンバーシップ推論
2021.05.09 2025.05.13
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
ベイジアン敵対的学習
ロバスト性
注意メカニズム
2020.09.22 2025.05.13
Literature Database