├── CW_Attack_Tutorial.ipynb ├── FGSM_Attack_Tutorial.ipynb ├── Iterative_Least_Likely_Class_Attack_Tutorial.ipynb ├── Low_Frequency_PGD_Attack_Tutorial.ipynb ├── PGD_Attack_Tutorial.ipynb ├── README.md ├── Shadow_Attack_Tutorial.ipynb └── Unrestricted_Attack_Using_GAN_Tutorial.ipynb /README.md: -------------------------------------------------------------------------------- 1 | ### Deep Learning Security Basic for KISA 2 | 3 | > Deep Learning Security Basic for KISA 4 | * KISA 인공지능 보안: AI 모델 공격과 방어 강의용 저장소입니다. 5 | 6 | ### Google Colab Notebook 7 | 8 | * 실습은 모두 Google Colab 상에서 진행하실 수 있습니다. 9 | 10 | ### Attack List 11 | 12 | 1. [FGSM Attack](/FGSM_Attack_Tutorial.ipynb) 13 | 2. [Iterative Least-Likely Class Attack](/Iterative_Least_Likely_Class_Attack_Tutorial.ipynb) 14 | 3. [PGD Attack](/PGD_Attack_Tutorial.ipynb) 15 | 4. [CW Attack](/CW_Attack_Tutorial.ipynb) 16 | 5. [Low Frequency PGD Attack](/Low_Frequency_PGD_Attack_Tutorial.ipynb) 17 | 6. [Shadow Attack](/Shadow_Attack_Tutorial.ipynb) 18 | 7. [Unrestricted Attack Using GAN](/Unrestricted_Attack_Using_GAN_Tutorial.ipynb) 19 | --------------------------------------------------------------------------------