Privpkt
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Graph Adversarial Learning Literature | 772 | 4 months ago | ||||||||
| A curated list of adversarial attacks and defenses papers on graph-structured data. | ||||||||||
| Textfooler | 376 | 2 years ago | 19 | mit | Python | |||||
| A Model for Natural Language Attack on Text Classification and Inference | ||||||||||
| Artificial Adversary | 317 |  | 1 | 6 years ago | 3 | August 29, 2018 | 7 | mit | Python | |
| 🗣️ Tool to generate adversarial text examples and test machine learning models against them | ||||||||||
| Trojanzoo | 260 | 3 months ago | 18 | November 10, 2023 | 14 | gpl-3.0 | Python | |||
| TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning. | ||||||||||
| Graph_adversarial_attack | 110 | 2 years ago | 7 | mit | Python | |||||
| Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371) | ||||||||||
| Free_adv_train | 95 | 5 years ago | 3 | Python | ||||||
| Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training. | ||||||||||
| Privpkt | 81 | a year ago | 26 | mit | Python | |||||
| Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification) | ||||||||||
| Robust_physical_perturbations | 35 | 4 years ago | 2 | mit | Python | |||||
| Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018) | ||||||||||
| Decision Boundaries | 17 | 6 years ago | 1 | other | Python | |||||
| code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA- | ||||||||||
| Metric_learning_adversarial_robustness | 17 | 4 years ago | Python | |||||||
| Code for NeurIPS 2019 Paper | ||||||||||
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Python
Neural Network
Classification
Privacy
Attack
Encrypted
Federation