henryliuw / Gradient-Adversarial-Transformation-Network
enhanced adversarial attack algorithm based on Adversarial Transformation Network(ATN)
☆11Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Gradient-Adversarial-Transformation-Network
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆42Updated 5 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆59Updated 6 years ago
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆60Updated 5 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆138Updated last year
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆44Updated 5 years ago
- The code for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples (CVPR2019)☆113Updated 2 years ago
- Ensemble Adversarial Training on MNIST with pytorch☆20Updated 5 years ago
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆136Updated 3 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆63Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆118Updated 6 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆91Updated 3 years ago
- Universal Adversarial Networks☆33Updated 6 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆88Updated 5 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆87Updated last year
- Public repo for transferability ICLR 2017 paper☆49Updated 5 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- Blackbox attacks for deep neural network models☆70Updated 6 years ago
- PyTorch library for adversarial attack and training☆141Updated 5 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Tensorflow code for Sparse Adversarial Perturbations for Videos☆22Updated 5 years ago
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆59Updated 5 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆134Updated 3 years ago
- StrAttack, ICLR 2019☆32Updated 5 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆83Updated 5 years ago
- Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019☆59Updated 5 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆24Updated 4 years ago
- Code for Black-Box Adversarial Attack with Transferable Model-based Embedding☆56Updated 4 years ago