Tutorial-Competition-2018
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[Abstract] Adversarial Attack and Example
[ Adversarial Attack and Example ]
1. Adversarial Attack에 대한 전반적인 소개
2. 리뷰할 논문
- Intriguing properties of neural networks
- Explaining and Harnessing Adversarial Examples
- Universal adversarial perturbations
- PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks
3. Implementations
- How to Generate Adversarial Example
- PeerNets
- Tutorials Part 1, Part 2
- PyTorch Implementation of PeerNets tantara/peernets-pytorch
- Docker Image tantara/peernets-pytorch