anuragarnab / adversarial-attacks
Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"
☆101Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for adversarial-attacks
- Adversarial Examples for Semantic Segmentation and Object Detection☆122Updated 6 years ago
- Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019☆59Updated 5 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆161Updated 5 years ago
- Source code for Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses (ECCV 2020)☆41Updated 5 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
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆59Updated 5 years ago
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago
- [CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation☆32Updated 6 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆136Updated 3 years ago
- PyTorch library for adversarial attack and training☆141Updated 5 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆138Updated last year
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆60Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆117Updated 6 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- Data independent universal adversarial perturbations☆61Updated 4 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆88Updated 5 years ago
- Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks☆64Updated 5 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆97Updated 3 years ago
- [CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning☆84Updated 2 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆72Updated 6 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆83Updated 5 years ago
- Pytorch reimplementation of "One pixel attack for fooling deep neural networks"☆85Updated 6 years ago
- Public repo for transferability ICLR 2017 paper☆49Updated 5 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Large yet imperceptible adversarial perturbations with perceptual color distance (CVPR 2020)☆55Updated last year
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆37Updated 4 years ago
- Robustness vs Accuracy Survey on ImageNet☆99Updated 3 years ago
- Official repository for "Cross-Domain Transferability of Adversarial Perturbations" (NeurIPS 2019)☆58Updated 3 years ago