adversarial-training topic

Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off

imrahulr

Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with Adversarial Traces" which is published in IEEE Transactions on...

msrocean

Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-28-10 on cifar-10. Sample code is re-usable despite changing th...

AlbertMillan

Adversarial Attack and Defense in Deep Ranking, T-PAMI, 2024

cdluminate

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

LinZichuan

Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"

BorealisAI

Consistency Regularization for Adversarial Robustness (AAAI 2022)

alinlab

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

val-iisc

yanaiela

Learnable Boundary Guided Adversarial Training (ICCV2021)

dvlab-research