Adversarial Learning

Lipschitz regularized Deep Neural Networks generalize and are adversarially robust

Authors: Chris Finlay, Jeff Calder, Bilal Abbasi, Adam Oberman | Published: 2018-08-28 | Updated: 2019-09-12
Certified Robustness
Robustness Analysis
Adversarial Learning
2018.08.28 2025.05.28
Literature Database

Reinforcement Learning for Autonomous Defence in Software-Defined Networking

Authors: Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier De Vel, Sarah Erfani, David Hubczenko, Christopher Leckie, Paul Montague | Published: 2018-08-17
Adversarial Learning
Adversarial attack
Automated Response to Attacks in Autonomous Systems
2018.08.17 2025.05.28
Literature Database

Distributionally Adversarial Attack

Authors: Tianhang Zheng, Changyou Chen, Kui Ren | Published: 2018-08-16 | Updated: 2018-12-06
Deepfake
Adversarial Learning
Adversarial attack
2018.08.16 2025.05.28
Literature Database

Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer

Authors: Hsueh-Ti Derek Liu, Michael Tao, Chun-Liang Li, Derek Nowrouzezahrai, Alec Jacobson | Published: 2018-08-08 | Updated: 2019-02-17
Adversarial Learning
Adversarial attack
Machine Learning Method
2018.08.08 2025.05.28
Literature Database

Adversarial Vision Challenge

Authors: Wieland Brendel, Jonas Rauber, Alexey Kurakin, Nicolas Papernot, Behar Veliqi, Marcel Salathé, Sharada P. Mohanty, Matthias Bethge | Published: 2018-08-06 | Updated: 2018-12-06
Certified Robustness
Adversarial Learning
Adversarial attack
2018.08.06 2025.05.28
Literature Database

Rob-GAN: Generator, Discriminator, and Adversarial Attacker

Authors: Xuanqing Liu, Cho-Jui Hsieh | Published: 2018-07-27 | Updated: 2019-04-15
Robustness Evaluation
Adversarial Learning
Adversarial attack
2018.07.27 2025.05.28
Literature Database

Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding

Authors: Tong Chen, Wenjia Niu, Yingxiao Xiang, Xiaoxuan Bai, Jiqiang Liu, Zhen Han, Gang Li | Published: 2018-07-18
Poisoning
Adversarial Learning
Adversarial attack
2018.07.18 2025.05.28
Literature Database

A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks

Authors: Kimin Lee, Kibok Lee, Honglak Lee, Jinwoo Shin | Published: 2018-07-10 | Updated: 2018-10-27
Model Evaluation
Adversarial Example Detection
Adversarial Learning
2018.07.10 2025.05.28
Literature Database

Implicit Generative Modeling of Random Noise during Training for Adversarial Robustness

Authors: Priyadarshini Panda, Kaushik Roy | Published: 2018-07-05 | Updated: 2019-05-31
Data Generation
Certified Robustness
Adversarial Learning
2018.07.05 2025.05.28
Literature Database

Adversarial Robustness Toolbox v1.0.0

Authors: Maria-Irina Nicolae, Mathieu Sinn, Minh Ngoc Tran, Beat Buesser, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Ian M. Molloy, Ben Edwards | Published: 2018-07-03 | Updated: 2019-11-15
Backdoor Attack
Attack Evaluation
Adversarial Learning
2018.07.03 2025.05.28
Literature Database
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