Trevillie / MagNet
MagNet: a Two-Pronged Defense against Adversarial Examples
☆98Updated 6 years ago
Alternatives and similar repositories for MagNet:
Users that are interested in MagNet are comparing it to the libraries listed below
- AAAI 2019 oral presentation☆50Updated 7 months ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆93Updated 4 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- ☆40Updated last year
- ☆54Updated 2 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 6 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆108Updated 7 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆73Updated 6 years ago
- This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attac…☆32Updated 6 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆66Updated 7 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆188Updated last year
- Blackbox attacks for deep neural network models☆69Updated 6 years ago
- ☆83Updated 4 years ago
- Public repo for transferability ICLR 2017 paper☆52Updated 6 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆123Updated 4 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆32Updated 4 years ago
- Generalized Data-free Universal Adversarial Perturbations☆70Updated 6 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 7 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆59Updated 6 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆42Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 6 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 6 years ago
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆37Updated 4 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆51Updated 3 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆85Updated 7 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆91Updated 6 years ago
- Mitigating Adversarial Effects Through Randomization☆119Updated 7 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆175Updated 3 years ago