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@wuxin1994 2017-12-14T14:36:07.000000Z 字数 545 阅读 134

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
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