├── 1.CTSRD_Classification ├── dataset │ └── CTSRD_labels.csv ├── lagecy │ ├── ResizeImages-CTSRD.ipynb │ ├── generateVideo.py │ ├── names.py │ ├── simsun.ttc │ └── videos │ │ ├── result.avi │ │ └── video_raw.mp4 └── training.ipynb ├── 2.DARTS-Attack-on-CTSRD ├── .gitignore ├── CTSRD │ ├── images │ │ ├── 00.jfif │ │ ├── 01.jfif │ │ ├── 02.jfif │ │ ├── 03.jfif │ │ ├── 04.jfif │ │ ├── 05.jfif │ │ ├── 06.jfif │ │ ├── 07.jfif │ │ ├── 08.jfif │ │ ├── 09.jfif │ │ ├── 10.jfif │ │ ├── 11.jfif │ │ ├── 12.jfif │ │ ├── 13.jfif │ │ ├── 14.jfif │ │ ├── 15.jfif │ │ ├── 16.jfif │ │ ├── 17.jfif │ │ ├── 18.jfif │ │ ├── 19.jfif │ │ ├── 20.jfif │ │ ├── 21.jfif │ │ ├── 22.jfif │ │ ├── 23.jfif │ │ ├── 24.jfif │ │ ├── 25.jfif │ │ ├── 26.jfif │ │ ├── 27.jfif │ │ ├── 28.jfif │ │ ├── 29.jfif │ │ ├── 30.jfif │ │ ├── 31.jfif │ │ ├── 32.jfif │ │ ├── 33.jfif │ │ ├── 34.jfif │ │ ├── 35.jfif │ │ ├── 36.jfif │ │ ├── 37.jfif │ │ ├── 38.jfif │ │ ├── 39.jfif │ │ ├── 40.jfif │ │ ├── 41.jfif │ │ ├── 42.jfif │ │ ├── 43.jfif │ │ ├── 44.jfif │ │ ├── 45.jfif │ │ ├── 47.jfif │ │ ├── 50.jfif │ │ ├── 56.jfif │ │ ├── 57.jfif │ │ └── 99.jpg │ ├── label.txt │ └── 可以攻击的.csv ├── CTSRD_Attack.ipynb ├── LICENSE ├── forpaper │ ├── 20200426_142624 │ │ ├── 20-注意学校→20-注意学校.jpg │ │ ├── 32-禁止右转→33-禁止左转.jpg │ │ ├── 32-禁止右转→4-右转.jpg │ │ ├── 33-禁止左转→32-禁止右转.jpg │ │ ├── 4-右转→32-禁止右转.jpg │ │ ├── 43-禁止驶入→8-机动车道.jpg │ │ └── 8-机动车道→43-禁止驶入.jpg │ ├── 20200426_234332 │ │ ├── noise_20-注意学校→20-注意学校_20200426_231515.jpg │ │ ├── noise_32-禁止右转→33-禁止左转_20200426_231513.jpg │ │ ├── noise_32-禁止右转→4-右转_20200426_231512.jpg │ │ ├── noise_33-禁止左转→32-禁止右转_20200426_231514.jpg │ │ ├── noise_4-右转→32-禁止右转_20200426_231511.jpg │ │ ├── noise_43-禁止驶入→8-机动车道_20200426_231514.jpg │ │ ├── noise_8-机动车道→43-禁止驶入_20200426_231512.jpg │ │ ├── result_20-注意学校→20-注意学校_20200426_231515.jpg │ │ ├── result_32-禁止右转→33-禁止左转_20200426_231513.jpg │ │ ├── result_32-禁止右转→4-右转_20200426_231512.jpg │ │ ├── result_33-禁止左转→32-禁止右转_20200426_231514.jpg │ │ ├── result_4-右转→32-禁止右转_20200426_231511.jpg │ │ ├── result_43-禁止驶入→8-机动车道_20200426_231514.jpg │ │ └── result_8-机动车道→43-禁止驶入_20200426_231512.jpg │ ├── 20200427_170330 │ │ ├── noise_20-注意学校→20-注意学校_20200427_170328.jpg │ │ ├── noise_32-禁止右转→33-禁止左转_20200427_170326.jpg │ │ ├── noise_32-禁止右转→4-右转_20200427_170325.jpg │ │ ├── noise_33-禁止左转→32-禁止右转_20200427_170327.jpg │ │ ├── noise_4-右转→32-禁止右转_20200427_170324.jpg │ │ ├── noise_43-禁止驶入→8-机动车道_20200427_170327.jpg │ │ ├── noise_8-机动车道→43-禁止驶入_20200427_170325.jpg │ │ ├── result_20-注意学校→20-注意学校_20200427_170328.jpg │ │ ├── result_32-禁止右转→33-禁止左转_20200427_170326.jpg │ │ ├── result_32-禁止右转→4-右转_20200427_170325.jpg │ │ ├── result_33-禁止左转→32-禁止右转_20200427_170327.jpg │ │ ├── result_4-右转→32-禁止右转_20200427_170324.jpg │ │ ├── result_43-禁止驶入→8-机动车道_20200427_170327.jpg │ │ └── result_8-机动车道→43-禁止驶入_20200427_170325.jpg │ ├── RawImgs │ │ ├── 04.jfif │ │ ├── 08.jfif │ │ ├── 32.jfif │ │ ├── 32_1.jfif │ │ ├── 33.jfif │ │ ├── 43.jfif │ │ ├── labels.txt │ │ └── seu.jpg │ ├── SingleAttack │ │ ├── noise_32-禁止右转→33-禁止左转_20200427_051147.jpg │ │ └── result_32-禁止右转→33-禁止左转_20200427_051147.jpg │ └── plots │ │ ├── Process_20-注意学校→20-注意学校_20200427_170328.png │ │ ├── Process_32-禁止右转→33-禁止左转_20200427_170326.png │ │ ├── Process_32-禁止右转→4-右转_20200427_170325.png │ │ ├── Process_33-禁止左转→32-禁止右转_20200427_170327.png │ │ ├── Process_4-右转→32-禁止右转_20200427_170324.png │ │ ├── Process_43-禁止驶入→8-机动车道_20200427_170327.png │ │ ├── Process_8-机动车道→43-禁止驶入_20200427_170325.png │ │ ├── Scores_20-注意学校→20-注意学校_20200427_170328.png │ │ ├── Scores_32-禁止右转→33-禁止左转_20200427_170326.png │ │ ├── Scores_32-禁止右转→4-右转_20200427_170325.png │ │ ├── Scores_33-禁止左转→32-禁止右转_20200427_170327.png │ │ ├── Scores_4-右转→32-禁止右转_20200427_170324.png │ │ ├── Scores_43-禁止驶入→8-机动车道_20200427_170327.png │ │ └── Scores_8-机动车道→43-禁止驶入_20200427_170325.png ├── lib │ ├── OptCarlini.py │ ├── OptProjTran.py │ ├── OptTransform.py │ ├── OptYolo.py │ ├── RandomEnhance.py │ ├── RandomNoise.py │ ├── RandomTransform.py │ ├── __init__.py │ ├── attacks.py │ ├── detector_utils.py │ ├── keras_utils.py │ ├── tf_utils.py │ ├── utils.py │ └── yolo_utils.py └── parameters.py ├── 3.TT100K_ObjectDetection ├── TT100K_ImageExample.jpg ├── images_adv │ ├── AdversarialAttackExample1.jpg │ └── AdversarialAttackExample2.jpg ├── images_example │ ├── 2666.jpg │ ├── 364.jpg │ ├── 3668.jpg │ ├── 5051.jpg │ ├── 61448.jpg │ ├── 62247.jpg │ ├── 6769.jpg │ ├── 72461.jpg │ ├── 7433.jpg │ └── 8169.jpg ├── images_predict │ ├── 20200506_012040_AdversarialAttackExample1.jpg │ ├── 20200506_012056_AdversarialAttackExample2.jpg │ ├── 20200506_012620_2666.jpg │ ├── 20200506_012627_364.jpg │ ├── 20200506_012634_3668.jpg │ ├── 20200506_012642_5051.jpg │ ├── 20200506_012649_61448.jpg │ ├── 20200506_012656_62247.jpg │ ├── 20200506_012703_6769.jpg │ ├── 20200506_012709_72461.jpg │ ├── 20200506_012717_7433.jpg │ └── 20200506_012725_8169.jpg ├── pb │ └── tt100k_label_map.pbtxt └── predict.ipynb ├── 4.Examples of Adversarial Traffic Signs ├── result_20-注意学校→20-注意学校_20200427_170328.jpg ├── result_32-禁止右转→33-禁止左转_20200427_170326.jpg ├── result_32-禁止右转→4-右转_20200427_170325.jpg ├── result_33-禁止左转→32-禁止右转_20200427_170327.jpg ├── result_4-右转→32-禁止右转_20200427_170324.jpg ├── result_43-禁止驶入→8-机动车道_20200427_170327.jpg ├── result_8-机动车道→43-禁止驶入_20200427_170325.jpg ├── test0_42-禁止通行.jpg ├── test1_42-禁止通行.jpg ├── test2_42-禁止通行.jpg └── test3_20-注意学校.jpg └── README.md /1.CTSRD_Classification/dataset/CTSRD_labels.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CSY-tvgo/Adversarial-Traffic-Signs/HEAD/1.CTSRD_Classification/dataset/CTSRD_labels.csv -------------------------------------------------------------------------------- /1.CTSRD_Classification/lagecy/ResizeImages-CTSRD.ipynb: -------------------------------------------------------------------------------- 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