吴帆1214

学习笔记17

1. 完成mooc测验题和考试
2. 裘老师让找一个具体的算法自己通过实验分析一下，所以自己找了《DeepFool: a simple and accurate method to fool deep neural networks》的源代码，https://github.com/LTS4/DeepFool/tree/master/Python，配好了环境~
3. 用图的形式表示对抗攻击的分类，作为1.1.3.2节内容，结构如下：

attack stage
- exploratory attack
- evasion attack
- poisoning attack

knowledge of target model
- white box attack
- black box attack

specificity of attack
- target attack
- untarget attack
- indiscriminate attack

influence on training datasets
- causative attack
- exploratory attack

type of damagement
- integerity attack
- availability attack
- privacy theft attack

1. 继续整理算法，关注三点：理论介绍，算法分析，效果评估