Adversarial Learning

Towards an Adversarially Robust Normalization Approach

Authors: Muhammad Awais, Fahad Shamshad, Sung-Ho Bae | Published: 2020-06-19
Hyperparameter Optimization
Adversarial Learning
Adversarial attack
2020.06.19 2025.05.28
Literature Database

REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions

Authors: Lokender Tiwari, Anish Madan, Saket Anand, Subhashis Banerjee | Published: 2020-06-18 | Updated: 2021-11-24
Poisoning
Adversarial Example
Adversarial Learning
2020.06.18 2025.05.28
Literature Database

Local Competition and Uncertainty for Adversarial Robustness in Deep Learning

Authors: Antonios Alexos, Konstantinos P. Panousis, Sotirios Chatzis | Published: 2020-06-18
Performance Evaluation
Adversarial Learning
Deep Learning Method
2020.06.18 2025.05.28
Literature Database

Classifier-independent Lower-Bounds for Adversarial Robustness

Authors: Elvis Dohmatob | Published: 2020-06-17 | Updated: 2020-11-10
Bayesian Classification
Attack Method
Adversarial Learning
2020.06.17 2025.05.28
Literature Database

AdvMind: Inferring Adversary Intent of Black-Box Attacks

Authors: Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang | Published: 2020-06-16
Performance Evaluation
Attack Method
Adversarial Learning
2020.06.16 2025.05.28
Literature Database

DefenseVGAE: Defending against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder

Authors: Ao Zhang, Jinwen Ma | Published: 2020-06-16
Graph Neural Network
Adversarial Learning
2020.06.16 2025.05.28
Literature Database

Improving Adversarial Robustness via Unlabeled Out-of-Domain Data

Authors: Zhun Deng, Linjun Zhang, Amirata Ghorbani, James Zou | Published: 2020-06-15 | Updated: 2021-02-21
Semi-Supervised Learning
Adversarial Learning
Statistical Methods
2020.06.15 2025.05.28
Literature Database

Weight Poisoning Attacks on Pre-trained Models

Authors: Keita Kurita, Paul Michel, Graham Neubig | Published: 2020-04-14
Backdoor Attack
Poisoning
Adversarial Learning
2020.04.14 2025.05.28
Literature Database

Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions

Authors: Jon Vadillo, Roberto Santana, Jose A. Lozano | Published: 2020-04-14 | Updated: 2023-01-25
Robustness Evaluation
Adversarial Example
Adversarial Learning
2020.04.14 2025.05.28
Literature Database

Blind Adversarial Training: Balance Accuracy and Robustness

Authors: Haidong Xie, Xueshuang Xiang, Naijin Liu, Bin Dong | Published: 2020-04-10
Robustness
Adversarial Learning
Adaptive Adversarial Training
2020.04.10 2025.05.28
Literature Database
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