gongzhitaao / adversarial-classifier
It turns out that adversarial and clean data are not twins, not at all.
☆19Updated 7 years ago
Alternatives and similar repositories for adversarial-classifier:
Users that are interested in adversarial-classifier are comparing it to the libraries listed below
- Tensorflow implementation of Our APE-GAN☆23Updated 6 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆39Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆70Updated 6 years ago
- Adversarial Images for Variational Autoencoders☆13Updated 8 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆91Updated 6 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
- Implementation of our NeurIPS 2018 paper: Deep Defense: Training DNNs with Improved Adversarial Robustness☆39Updated 6 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 corresponding to the paper "Adversarial Examples are not Easily Detected..."☆85Updated 7 years ago
- Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"☆39Updated 7 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆108Updated 7 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆27Updated 6 years ago
- NIPS Adversarial Vision Challenge☆41Updated 6 years ago
- AAAI 2019 oral presentation☆50Updated 7 months ago
- ☆54Updated last year
- Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” …☆21Updated 6 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- Implementation of the Biased Boundary Attack for the NeurIPS 2018 Adversarial Vision Challenge☆13Updated 5 years ago
- Code for the Adversarial Image Detectors and a Saliency Map☆12Updated 7 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆84Updated 5 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)☆55Updated 4 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆175Updated 3 years ago
- NIPS 2017 - Adversarial Learning☆34Updated 7 years ago
- Related materials for robust and explainable machine learning☆47Updated 7 years ago
- Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]☆18Updated 6 years ago
- Code for "Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors"☆14Updated 6 years ago