# as791/Adversarial-Example-Attack-and-Defense

<https://repo.masters-masters.com/en/repos/as791/Adversarial-Example-Attack-and-Defense>

[Home](https://repo.masters-masters.com/en) › [as791](https://repo.masters-masters.com/en/owners/as791) › [Adversarial-Example-Attack-and-Defense](https://repo.masters-masters.com/en/repos/as791/Adversarial-Example-Attack-and-Defense)

as791/Adversarial-Example-Attack-and-Defense has 136 stars on GitHub. Its RepoMasters card: Prototype tier. This repository contains the implementation of…

| Field | Value |
| --- | --- |
| Owner | [as791](https://repo.masters-masters.com/en/owners/as791) |
| Stars | 136 |
| Forks | 29 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | None |
| Created | 2020 |
| Topics | pytorch-implementation, adversarial-attacks, adversarial-defense, adversarial-examples, mi-fgsm, defense, distillation, attack, temperature, fgsm |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [as791/Adversarial-Example-Attack-and-Defense](https://github.com/as791/Adversarial-Example-Attack-and-Defense) |

## Repository

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.