├── README.md ├── picture ├── 120.jpg ├── 40.jpeg ├── 60.jpeg ├── Original_Traffic_Sign_samples │ ├── 01_speed_limit_30.jpg │ ├── 02_no_entry.png │ ├── 03_turn_right.png │ ├── 04_no_entry.jpg │ ├── 05_no_vehicles.jpg │ ├── 06_speed_limit_60.png │ ├── 07_keep_left.png │ ├── 08_vehicle_prohibited.png │ ├── 09_speed_limit_30.jpg │ ├── 10_speed_limit_100.jpg │ ├── 11_speed_limit_60.jpg │ ├── 12_speed_limit_100.jpg │ ├── 13_no_passing.jpg │ ├── 14_stop.png │ ├── 15_stop.jpg │ ├── 16_roundabout_mandatory.png │ ├── 17_no_passing_big.png │ ├── 18_general_caution.png │ ├── 19_rightway.png │ ├── 20_speed_limit_50.png │ ├── 21_dangerous_curve_right.png │ ├── 22_end.png │ ├── 23_speed_limit_120.jpg │ ├── 24_speed_limit_80.jpg │ ├── 25_straight.png │ ├── 26_bicycles_crossing.png │ ├── 27_end_passing.png │ └── labels.txt ├── bigpig.jpeg ├── book5-home.graffle │ ├── data.plist │ ├── image1.png │ ├── image2.pdf │ ├── image3.png │ ├── image4.png │ └── image5.png ├── book5picture.graffle │ ├── data.plist │ ├── image1.png │ ├── image10.png │ ├── image2.tiff │ ├── image3.png │ ├── image4.png │ ├── image6.png │ ├── image7.pdf │ └── image8.png ├── cow.jpeg ├── cropped_panda.jpg ├── deepfool算法.png ├── hacked-pig-image-deepfool-d.png ├── hacked-pig-image-deepfool.png ├── hacked-pig-image-fgsm-d.png ├── hacked-pig-image-fgsm.png ├── hacked-pig-image.png ├── horse.jpeg ├── left.jpg ├── lena.jpeg ├── mug227.png ├── objectdetect │ ├── adv-case1.jpg │ ├── adv-case2.jpg │ ├── case1.jpeg │ ├── case2.jpeg │ ├── case3.jpeg │ ├── ssd-case1.jpeg │ ├── ssd-case2.jpeg │ ├── ssd-case3.jpeg │ └── ssd-case3.jpg ├── pig.jpg ├── road.jpg ├── sigmod函数.png ├── sign.jpeg ├── sign函数.png ├── smallpig.jpeg ├── sobel.jpeg ├── test_im1.jpg ├── test_im2.jpg ├── traffic_sign_samples │ ├── 0000.jpg │ ├── 0001.jpg │ ├── 0002.jpg │ ├── 0003.png │ ├── 0004.jpeg │ ├── 0005.jpg │ ├── 0006.jpg │ ├── 0006.png │ ├── 0007.jpg │ ├── 0008.jpg │ ├── 0009.jpg │ ├── 0010.jpg │ ├── 0011.jpg │ ├── 0012.jpg │ ├── 0013.jpg │ ├── 0014.jpg │ ├── 0015.jpg │ ├── 0016.jpg │ ├── 0017.jpg │ ├── 0018.jpg │ ├── 0019.jpg │ ├── 0020.jpg │ ├── 0021.jpg │ ├── 0022.jpg │ ├── 0023.jpg │ ├── 0024.jpg │ ├── 0025.jpg │ ├── 0026.jpg │ ├── 0027.jpg │ ├── 0028.jpg │ ├── 0029.jpg │ └── 0030.jpg ├── v.mp4 ├── 下载.png ├── 二分类问题里面的对抗样本.png ├── 作图.graffle ├── 分类问题原理图1.png ├── 分类问题原理图2.png ├── 向量化表示的点到直线的距离.png ├── 基于FGSM算法被识别为烤面包机的家猪-图1.png ├── 基于FGSM算法被识别为烤面包机的家猪-图2.png ├── 多分类问题的deepfool.png ├── 攻击图片经过拍照打印后依然可以欺骗图像分类模型.png ├── 点到直线的距离.png ├── 神经网络训练过程.graffle ├── 神经网络训练过程.png └── 针对图像分类模型的对抗样本.png ├── 白盒 ├── LocalSearchAttack │ ├── .ipynb_checkpoints │ │ └── LocalSearch-checkpoint.ipynb │ └── LocalSearch.ipynb ├── Universal │ ├── .ipynb_checkpoints │ │ └── UniversalAttack-checkpoint.ipynb │ ├── MNIST_data │ │ ├── t10k-images-idx3-ubyte │ │ ├── t10k-labels-idx1-ubyte │ │ ├── train-images-idx3-ubyte │ │ └── train-labels-idx1-ubyte │ └── UniversalAttack.ipynb ├── UniversalAttack │ ├── .gitignore │ ├── DeepFool │ │ └── Python │ │ │ ├── README.md │ │ │ └── deepfool.py │ ├── LICENSE │ ├── README.md │ ├── attack.ipynb │ ├── attack.py │ ├── data │ │ ├── dog.556.jpg │ │ ├── dog.557.jpg │ │ ├── dog.559.jpg │ │ ├── dog.560.jpg │ │ ├── dog.562.jpg │ │ └── dog.563.jpg │ ├── noise.pth │ └── uap.ipynb └── 单像素攻击 │ ├── .ipynb_checkpoints │ └── one-pixel-attack-checkpoint.ipynb │ ├── one-pixel-attack.ipynb │ └── runs │ └── Aug05_19-22-30_t630 │ └── events.out.tfevents.1565004150.t630 └── 黑盒 ├── CW ├── .ipynb_checkpoints │ └── CW-checkpoint.ipynb └── CW.ipynb ├── DeepFool ├── .ipynb_checkpoints │ ├── Notarget-checkpoint.ipynb │ └── Target-checkpoint.ipynb ├── Notarget.ipynb └── Target.ipynb ├── FGM ├── .ipynb_checkpoints │ └── FGM-checkpoint.ipynb └── FGM.ipynb ├── JSMA ├── .ipynb_checkpoints │ └── JSMA-checkpoint.ipynb └── JSMA.ipynb └── 梯度方向 ├── .ipynb_checkpoints └── 梯度方向-checkpoint.ipynb └── 梯度方向.ipynb /README.md: -------------------------------------------------------------------------------- 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