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ZOMIN28/README.md

Hi there 👋

  • 🔭 My research interests include but are not limited to AI security, adversarial attack, Deepfakes and AIGC...
  • 🌱 I’m pursuing the M.S. degree with the School of Computer Science and Engineering, Sun Yat-sen University, China.
  • 🐕 The avatar is my dog.

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  1. ResNet18_Cifar10_95.46 ResNet18_Cifar10_95.46 Public

    Pytorch实现：使用ResNet18网络训练Cifar10数据集，测试集准确率达到95.46%(从0开始，不使用预训练模型)

    Python 213 19

  2. FIA-pytorch FIA-pytorch Public

    The paper "Feature Importance-aware Transferable Adversarial Attacks" by pytorch.

    Python 10

  3. DF_RAP DF_RAP Public

    [TIFS 2024] DF-RAP: A Robust Adversarial Perturbation for Defending against Deepfakes in Real-world Social Network Scenarios

    Jupyter Notebook 8 1

  4. OSN-transmission_mini_CelebA OSN-transmission_mini_CelebA Public

    The OSN-transmission Mini CelebA Dataset in "DF-RAP: A Robust Adversarial Perturbation for Defending against Deepfakes in Real-world Social Network Scenarios"

    Python 4

  5. AI-FACE AI-FACE Public

    Realistic, high-definition, fast, face editing

    Python 3

  6. adversarial_attack_tutorial adversarial_attack_tutorial Public

    A simple tutorial on adversarial attacks against deep neural networks（针对深度神经网络的对抗攻击的简单教程）

    Jupyter Notebook 2