Interactiveadversarialexamples
An interactive site for exploring adversarial attacks on deep neural networks in real-time.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| One Pixel Attack Keras | 1,078 | 3 years ago | 4 | mit | Jupyter Notebook | |||||
| Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet | ||||||||||
| Nettack | 187 | 2 years ago | 1 | mit | Python | |||||
| Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data". | ||||||||||
| Deep Spying | 173 | 7 years ago | apache-2.0 | Python | ||||||
| Spying using Smartwatch and Deep Learning | ||||||||||
| Diffai | 167 | 3 years ago | 2 | mit | Python | |||||
| A certifiable defense against adversarial examples by training neural networks to be provably robust | ||||||||||
| Adversarial.js | 120 | 2 years ago | 2 | JavaScript | ||||||
| Break neural networks in your browser 🦹♂️ | ||||||||||
| Gnn Meta Attack | 106 | 2 years ago | mit | Python | ||||||
| Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning". | ||||||||||
| Trojai Literature | 102 | 2 years ago | ||||||||
| 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) | ||||||||||
| Awesome Adversarial Deep Learning | 68 | 5 years ago | ||||||||
| A list of awesome resources for adversarial attack and defense method in deep learning | ||||||||||
| Ai Security For Iot And Mobile | 40 | 3 years ago | ||||||||
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Attack