Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models." arXiv preprint arXiv:1712.04248 (2017).
☆99Dec 12, 2020Updated 5 years ago
Alternatives and similar repositories for boundary-attack
Users that are interested in boundary-attack are comparing it to the libraries listed below
Sorting:
- ☆89Feb 6, 2021Updated 5 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆33Feb 21, 2021Updated 5 years ago
- This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial exam…☆36Mar 14, 2021Updated 4 years ago
- Implementation of the Biased Boundary Attack for ImageNet☆22Aug 18, 2019Updated 6 years ago
- Blackbox attacks for deep neural network models☆70Aug 2, 2018Updated 7 years ago
- SurFree: a fast surrogate-free black-box attack☆44Jun 27, 2024Updated last year
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆179Oct 4, 2021Updated 4 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆170Aug 3, 2021Updated 4 years ago
- ☆42Sep 9, 2023Updated 2 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆200Mar 27, 2023Updated 2 years ago
- A repository for the query-efficient black-box attack, SignHunter☆23Jan 15, 2020Updated 6 years ago
- ☆28Jun 27, 2022Updated 3 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Jun 9, 2017Updated 8 years ago
- Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"☆64Jan 14, 2020Updated 6 years ago
- ☆47Feb 21, 2020Updated 6 years ago
- RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)☆57Nov 5, 2020Updated 5 years ago
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆61May 14, 2019Updated 6 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆137Nov 25, 2020Updated 5 years ago
- Implementation of the Biased Boundary Attack for the NeurIPS 2018 Adversarial Vision Challenge☆13Jan 29, 2020Updated 6 years ago
- Official TensorFlow implementation of "Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization" (ICML 2019)☆42Dec 7, 2020Updated 5 years ago
- ☆64Jan 6, 2022Updated 4 years ago
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆170Jul 2, 2020Updated 5 years ago
- ☆14Apr 18, 2022Updated 3 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆188Apr 4, 2023Updated 2 years ago
- Robust evasion attacks against neural network to find adversarial examples☆859Jun 1, 2021Updated 4 years ago
- Code for "Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors"☆14Sep 27, 2018Updated 7 years ago
- The official implementation of NeurIPS 2021 paper: Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks☆17Jul 4, 2023Updated 2 years ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆553Mar 30, 2023Updated 2 years ago
- Code for FAB-attack☆34Jul 10, 2020Updated 5 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆252Oct 30, 2019Updated 6 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆142Aug 23, 2023Updated 2 years ago
- This repo contains the code for CVPR submission "Big but Invisible Adversarial Attack"☆30Mar 20, 2020Updated 5 years ago
- ☆18Feb 16, 2023Updated 3 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Feb 25, 2018Updated 8 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆237Mar 27, 2018Updated 7 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Dec 26, 2019Updated 6 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆75Nov 3, 2018Updated 7 years ago
- ICLR 2019 Paper, "Characterizing Audio Adversarial Examples using Temporal Dependency".☆12Apr 3, 2019Updated 6 years ago
- Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks☆46Feb 24, 2022Updated 4 years ago