hkthirano / targeted_UAP_CIFAR10
☆9Updated 3 years ago
Related projects: ⓘ
- Foolbox implementation for NeurIPS 2021 Paper: "Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints".☆25Updated 2 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆32Updated 4 years ago
- Universal Adversarial Networks☆33Updated 6 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆30Updated 3 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆29Updated 3 years ago
- Craft poisoned data using MetaPoison☆47Updated 3 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆45Updated 3 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆31Updated 4 years ago
- Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).☆40Updated 3 years ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆34Updated last year
- ☆19Updated 2 years ago
- ☆48Updated 2 years ago
- Creating and defending against adversarial examples☆42Updated 5 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆44Updated 4 years ago
- Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".☆54Updated 2 years ago
- Attacks using out-of-distribution adversarial examples☆12Updated 4 years ago
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆84Updated 3 years ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆22Updated 4 years ago
- ConvexPolytopePosioning☆33Updated 4 years ago
- ☆41Updated last year
- ☆53Updated last year
- ☆21Updated 3 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆52Updated 5 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆61Updated 3 years ago
- Pytorch code for ens_adv_train☆15Updated 5 years ago
- Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"☆33Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆25Updated 3 years ago
- ☆25Updated 5 years ago
- This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attac…☆31Updated 5 years ago
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆11Updated 5 years ago