gokulkarthik / MagNet.pytorch
A PyTorch implementation of `MagNet: a Two-Pronged Defense against Adversarial Examples`
☆15Updated 3 years ago
Alternatives and similar repositories for MagNet.pytorch:
Users that are interested in MagNet.pytorch are comparing it to the libraries listed below
- Detection of adversarial examples using influence functions and nearest neighbors☆33Updated 2 years ago
- Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆28Updated 2 years ago
- PyTorch implementations of Adversarial defenses and utils.☆34Updated last year
- The code of ICCV2021 paper "Meta Gradient Adversarial Attack"☆24Updated 3 years ago
- Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).☆40Updated 4 years ago
- Learnable Boundary Guided Adversarial Training (ICCV2021)☆36Updated last month
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆38Updated 3 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆29Updated 3 years ago
- An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks☆14Updated 3 years ago
- ☆40Updated last year
- ☆50Updated 3 years ago
- Foolbox implementation for NeurIPS 2021 Paper: "Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints".☆25Updated 2 years ago
- A defense algorithm which utilizes the combination of an auto- encoder and block-switching architecture. Auto-coder is intended to remove…☆21Updated 2 years ago
- Pytorch implementation of Adversarially Robust Distillation (ARD)☆59Updated 5 years ago
- Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking B…☆57Updated 5 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆42Updated last year
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Updated last year
- The project page of paper: Projection & Probability-Driven Black-Box Attack [CVPR 2020]☆15Updated 4 years ago
- AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆55Updated 5 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆62Updated 3 years ago
- Ensemble Adversarial Black-Box Attacks against Deep Learning Systems Trained by MNIST, USPS and GTSRB Datasets☆33Updated 5 years ago
- Adversarial attacks including DeepFool and C&W☆13Updated 5 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆32Updated 4 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆14Updated 3 years ago
- A PyTorch Implementation of the UAP attack☆19Updated 6 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆84Updated 11 months ago
- [NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback☆35Updated 3 years ago
- Implementation of Self-supervised-Online-Adversarial-Purification☆12Updated 3 years ago
- This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial exam…☆32Updated 3 years ago
- Universal Adversarial Networks☆33Updated 6 years ago