matthewwicker / SafeCV
Vision based algorithms for falsification of convolutional neural networks
☆12Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for SafeCV
- ☆26Updated last year
- Concolic Testing for Deep Neural Networks☆117Updated 3 years ago
- The released code of Neurify in NIPS 2018☆46Updated last year
- Safety Verification of Deep Neural Networks☆50Updated 6 years ago
- A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles☆79Updated 5 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆84Updated 7 years ago
- ☆24Updated 3 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆122Updated 4 years ago
- ☆24Updated 4 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆95Updated 6 years ago
- ☆44Updated 7 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆174Updated 3 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆108Updated 6 years ago
- The released code of ReluVal in USENIX Security 2018☆56Updated 4 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- Testing Deep Neural Networks☆15Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- Robustness vs Accuracy Survey on ImageNet☆99Updated 3 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆166Updated 3 years ago
- This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."☆31Updated 2 years ago
- Code release for RobOT (ICSE'21)☆15Updated last year
- ☆8Updated 4 years ago
- ☆53Updated last year
- Detecting Adversarial Examples in Deep Neural Networks☆66Updated 6 years ago
- Interval attacks (adversarial ML)☆21Updated 5 years ago
- AAAI 2019 oral presentation☆50Updated 3 months ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 6 years ago
- Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Net…☆27Updated 3 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆99Updated 2 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 3 months ago