ifding / adversarial-examples
Adversarial Examples: Attacks and Defenses for Deep Learning
☆32Updated 6 years ago
Alternatives and similar repositories for adversarial-examples:
Users that are interested in adversarial-examples are comparing it to the libraries listed below
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆40Updated 6 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆95Updated 4 years ago
- AAAI 2019 oral presentation☆50Updated 8 months ago
- Detecting Adversarial Examples in Deep Neural Networks☆67Updated 7 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- Interval attacks (adversarial ML)☆21Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- ☆48Updated 4 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
- Blackbox attacks for deep neural network models☆69Updated 6 years ago
- Public repo for transferability ICLR 2017 paper☆52Updated 6 years ago
- Implementation of the Biased Boundary Attack for the NeurIPS 2018 Adversarial Vision Challenge☆13Updated 5 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆109Updated 7 years ago
- Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” …☆21Updated 6 years ago
- ☆40Updated last year
- ☆54Updated 2 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆91Updated 6 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆123Updated 4 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆177Updated 3 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆132Updated 6 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆85Updated 7 years ago
- ☆79Updated 5 years ago
- Code for Black-Box Adversarial Attack with Transferable Model-based Embedding☆57Updated 4 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆31Updated 4 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆106Updated 4 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆98Updated 6 years ago
- white box adversarial attack☆38Updated 4 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆56Updated 5 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆55Updated 2 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆27Updated 6 years ago