Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Pytorch Nips2017 Attack Example | 80 | 7 years ago | 3 | apache-2.0 | Python | |||||
A PyTorch baseline attack example for the NIPS 2017 adversarial competition | ||||||||||
Cyphercat | 57 | 4 years ago | 15 | apache-2.0 | Jupyter Notebook | |||||
Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking attacks and defenses. | ||||||||||
Adaptive Diversity Promoting | 39 | 3 years ago | 1 | apache-2.0 | Python | |||||
Adversarial Defense for Ensemble Models (ICML 2019) | ||||||||||
Mixup Inference | 29 | 4 years ago | 1 | apache-2.0 | Python | |||||
Further improve robustness of mixup-trained models in inference (ICLR 2020) | ||||||||||
Breaking_defensive_distillation | 20 | 7 years ago | gpl-3.0 | Python | ||||||
Pdfclassifier | 20 | 2 years ago | 1 | Python | ||||||
On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542 | ||||||||||
Speaker Anti Spoofing Classifiers | 14 | 3 years ago | Python | |||||||
Baselines and Classifiers for speaker anti-spoofing detection | ||||||||||
6.867 Final Project | 9 | a year ago | mit | Python | ||||||
Adversarial attacks and defenses against federated learning. | ||||||||||
Heatsmoothing | 6 | 4 years ago | Python | |||||||
A deterministic approach to Gaussian averaging neural networks |