iamaaditya / pixel-deflection
Deflecting Adversarial Attacks with Pixel Deflection
☆70Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for pixel-deflection
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago
- Robustness vs Accuracy Survey on ImageNet☆99Updated 3 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆83Updated 5 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆88Updated 5 years ago
- Data independent universal adversarial perturbations☆60Updated 4 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆59Updated 5 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Tensorflow implementation of Our APE-GAN☆22Updated 6 years ago
- CAAD 2018 winning submissions☆34Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆118Updated 6 years ago
- NIPS 2017 Adversarial Competition in PyTorch☆13Updated 6 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆38Updated 6 years ago
- ☆66Updated 6 years ago
- NIPS 2017 - Adversarial Learning☆34Updated 6 years ago
- Implementation of our NeurIPS 2018 paper: Deep Defense: Training DNNs with Improved Adversarial Robustness☆39Updated 5 years ago
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆60Updated 5 years ago
- A fast sparse attack on deep neural networks.☆50Updated 4 years ago
- Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019☆59Updated 5 years ago
- Adversarial Examples for Semantic Segmentation and Object Detection☆122Updated 6 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"☆101Updated 5 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆54Updated last year
- Spatially Transformed Adversarial Examples with TensorFlow☆72Updated 6 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆156Updated 4 years ago
- NIPS Adversarial Vision Challenge☆41Updated 6 years ago