xingjunm / lid_adversarial_subspace_detectionLinks
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
☆125Updated 5 years ago
Alternatives and similar repositories for lid_adversarial_subspace_detection
Users that are interested in lid_adversarial_subspace_detection are comparing it to the libraries listed below
Sorting:
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆111Updated 7 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 7 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆170Updated 4 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆99Updated 5 years ago
- Blackbox attacks for deep neural network models☆70Updated 7 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆180Updated 4 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆75Updated 7 years ago
- ☆57Updated 2 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆141Updated 5 years ago
- PyTorch library for adversarial attack and training☆145Updated 7 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆29Updated 7 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆65Updated 6 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆228Updated 6 years ago
- Code for FAB-attack☆34Updated 5 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Updated 5 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆200Updated 2 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆138Updated 5 years ago
- CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks☆63Updated 4 years ago
- AAAI 2019 oral presentation☆53Updated 8 months ago
- Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Network…☆64Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆122Updated 8 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆74Updated last year
- Generalized Data-free Universal Adversarial Perturbations☆73Updated 7 years ago
- This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attac…☆32Updated 7 years ago
- Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"☆64Updated 6 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆246Updated 6 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆37Updated 5 years ago
- ☆88Updated 4 years ago