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xmp.iid:51BDB7D96D73E81189CDF009B10EC474 + xmp.did:51BDB7D96D73E81189CDF009B10EC474 + uuid:5D20892493BFDB11914A8590D31508C8 + proof:pdf + + + + + converted + from application/pdf to <unknown> + + + saved + xmp.iid:D27F11740720681191099C3B601C4548 + 2008-04-17T14:19:15+05:30 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/pdf to <unknown> + + + converted + from application/pdf to <unknown> + + + saved + xmp.iid:F97F1174072068118D4ED246B3ADB1C6 + 2008-05-15T16:23:06-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:FA7F1174072068118D4ED246B3ADB1C6 + 2008-05-15T17:10:45-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:EF7F117407206811A46CA4519D24356B + 2008-05-15T22:53:33-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F07F117407206811A46CA4519D24356B + 2008-05-15T23:07:07-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F77F117407206811BDDDFD38D0CF24DD + 2008-05-16T10:35:43-07:00 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/pdf to <unknown> + + + saved + xmp.iid:F97F117407206811BDDDFD38D0CF24DD + 2008-05-16T10:40:59-07:00 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/vnd.adobe.illustrator to <unknown> + + + saved + xmp.iid:FA7F117407206811BDDDFD38D0CF24DD + 2008-05-16T11:26:55-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:FB7F117407206811BDDDFD38D0CF24DD + 2008-05-16T11:29:01-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:FC7F117407206811BDDDFD38D0CF24DD + 2008-05-16T11:29:20-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:FD7F117407206811BDDDFD38D0CF24DD + 2008-05-16T11:30:54-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:FE7F117407206811BDDDFD38D0CF24DD + 2008-05-16T11:31:22-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:B233668C16206811BDDDFD38D0CF24DD + 2008-05-16T12:23:46-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:B333668C16206811BDDDFD38D0CF24DD + 2008-05-16T13:27:54-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:B433668C16206811BDDDFD38D0CF24DD + 2008-05-16T13:46:13-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F77F11740720681197C1BF14D1759E83 + 2008-05-16T15:47:57-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F87F11740720681197C1BF14D1759E83 + 2008-05-16T15:51:06-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F97F11740720681197C1BF14D1759E83 + 2008-05-16T15:52:22-07:00 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/vnd.adobe.illustrator to application/vnd.adobe.illustrator + + + saved + xmp.iid:FA7F117407206811B628E3BF27C8C41B + 2008-05-22T13:28:01-07:00 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/vnd.adobe.illustrator to application/vnd.adobe.illustrator + + + saved + xmp.iid:FF7F117407206811B628E3BF27C8C41B + 2008-05-22T16:23:53-07:00 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/vnd.adobe.illustrator to application/vnd.adobe.illustrator + + + saved + xmp.iid:07C3BD25102DDD1181B594070CEB88D9 + 2008-05-28T16:45:26-07:00 + Adobe Illustrator CS4 + + + / + + + + + converted + from application/vnd.adobe.illustrator to application/vnd.adobe.illustrator + + + saved + xmp.iid:F87F1174072068119098B097FDA39BEF + 2008-06-02T13:25:25-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F77F117407206811BB1DBF8F242B6F84 + 2008-06-09T14:58:36-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F97F117407206811ACAFB8DA80854E76 + 2008-06-11T14:31:27-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:0180117407206811834383CD3A8D2303 + 2008-06-11T22:37:35-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:F77F117407206811818C85DF6A1A75C3 + 2008-06-27T14:40:42-07:00 + Adobe Illustrator CS4 + + + / + + + + + saved + xmp.iid:B35EFBCCA670E8118D57BE13EECC1203 + 2018-06-16T01:37:51+08:00 + Adobe Illustrator CS4 + / + + + converted + from application/postscript to application/vnd.adobe.illustrator + + + saved + xmp.iid:F9C961678E72E81182FDAB46A6FDC54A + 2018-06-18T09:26:54+08:00 + Adobe Illustrator CS5 + / + + + saved + xmp.iid:FAC961678E72E81182FDAB46A6FDC54A + 2018-06-18T09:30:52+08:00 + Adobe Illustrator CS5 + / + + + converted + from application/postscript to application/vnd.adobe.illustrator + + + saved + xmp.iid:A89314169972E81182FDAB46A6FDC54A + 2018-06-18T10:29:48+08:00 + Adobe Illustrator CS5 + / + + + saved + xmp.iid:A99314169972E81182FDAB46A6FDC54A + 2018-06-18T10:31:32+08:00 + Adobe Illustrator CS5 + / + + + converted + from application/postscript to application/vnd.adobe.illustrator + + + saved + xmp.iid:51BDB7D96D73E81189CDF009B10EC474 + 2018-06-19T12:06:54+08:00 + Adobe Illustrator CS5 + / + + + converted + from application/postscript to application/vnd.adobe.illustrator + + + saved + xmp.iid:1F753C94A3B1E8118318D216223FBCB9 + 2018-09-06T17:53:56+08:00 + Adobe Illustrator CS5 + / + + + + + + Print + + + False + False + 1 + + 595.275391 + 841.890137 + Points + + + + + OpenSans + Open Sans + Regular + Open Type + Version 1.10 + False + OpenSans-Regular.ttf + + + + + + Black + + + + + + Default Swatch Group + 0 + + + + White + CMYK + PROCESS + 0.000000 + 0.000000 + 0.000000 + 0.000000 + + + Black + CMYK + PROCESS + 64.062500 + 61.718798 + 53.515601 + 76.171899 + + + CMYK Red + CMYK + PROCESS + 0.781298 + 97.656298 + 84.375000 + 2.734399 + + + CMYK Yellow + CMYK + PROCESS + 5.078101 + 3.125000 + 91.406298 + 2.343798 + + + CMYK Green + CMYK + PROCESS + 85.937500 + 4.296899 + 85.156298 + 8.984399 + + + CMYK Cyan + CMYK + PROCESS + 82.031298 + 12.500000 + 2.734399 + 1.562500 + + + CMYK Blue + CMYK + PROCESS + 91.796899 + 84.375000 + 1.171899 + 1.171899 + + + CMYK Magenta + CMYK + PROCESS + 0.781298 + 96.875000 + 6.640601 + 2.734399 + + + C=15 M=100 Y=90 K=10 + CMYK + PROCESS + 4.296899 + 98.046899 + 75.781298 + 18.359399 + + + C=0 M=90 Y=85 K=0 + 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src/New_Snapped_Performace.png rename to results/New_Snapped_Performace.png diff --git a/src/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters.png b/results/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters.png similarity index 100% rename from src/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters.png rename to results/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters.png diff --git a/src/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters_0.025_epsilon_step.png b/results/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters_0.025_epsilon_step.png similarity index 100% rename from src/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters_0.025_epsilon_step.png rename to results/Plurality_Vote_Accuracy_Agaisnt_Individual_Filters_0.025_epsilon_step.png diff --git a/src/kuwahara_FGSM_performance.png b/results/kuwahara_FGSM_performance.png similarity index 100% rename from src/kuwahara_FGSM_performance.png rename to results/kuwahara_FGSM_performance.png diff --git a/src/unfiltered_FGSM_performance.png b/results/unfiltered_FGSM_performance.png similarity index 100% rename from src/unfiltered_FGSM_performance.png rename to results/unfiltered_FGSM_performance.png diff --git a/src/DatasetImage.png b/src/DatasetImage.png deleted file mode 100644 index 324b92f..0000000 Binary files a/src/DatasetImage.png and /dev/null differ diff --git a/src/Whale-Attacked.png b/src/Whale-Attacked.png deleted file mode 100644 index 18ec3b3..0000000 Binary files a/src/Whale-Attacked.png and /dev/null differ diff --git a/src/Whale-Original.png b/src/Whale-Original.png deleted file mode 100644 index 07a2d5a..0000000 Binary files a/src/Whale-Original.png and /dev/null differ diff --git a/src/] b/src/] deleted file mode 100644 index a661880..0000000 --- a/src/] +++ /dev/null @@ -1,59 +0,0 @@ -import json -import numpy as np -import matplotlib.pyplot as plt -from matplotlib import cm -import copy - - - -def main(): - data = {} - with open("results/cifar10_fgsm.json", "r") as infile: - data = json.load(infile) - - attack = data["attack"] - epsilons = data["epsilons"] - filters = data["filters"] - dataset = data["dataset"] - strength_count = len(filters[list(filters.keys())[0]][0]) - - strengths = np.arange(strength_count) - epsilons = np.array(epsilons) - - # Assume constant step of strength and epsilon - dstrength = strengths[1] - strengths[0] - depsilon = epsilons[1] - epsilons[0] - - # Make a grid from strengths and epsilons - strengths, epsilons = np.meshgrid(strengths,epsilons) - #strengths, epsilons = strengths.ravel(), epsilons.ravel() - - colors = ('blue', 'orange', 'red', 'purple', 'green', 'yellow', 'brown') - - z = np.zeros_like(strengths) - best_performance = np.zeros_like(strengths) - bottoms = np.zeros_like(strengths) - - for i, filter in enumerate(filters): - performance = np.array(filters[filter]) - best_performance = np.where(performance > best_performance, i, best_performance) - z = np.where(performance > z, performance, z) - print(best_performance) - - for i, filter in enumerate(filters): - fig, ax = plt.subplots(subplot_kw={"projection": "3d"}) - tops = np.where(best_performance == i, best_performance, 0) - print(strengths.shape, epsilons.shape, bottoms.shape, dstrength.shape, depsilon.shape, tops.shape) - ax.bar3d(strengths, epsilons, bottoms, dstrength, depsilon, tops, color=colors[i]) - plt.show() - - ax.view_init(90, -90, 0) - - plt.legend() - plt.title(f"{filter} Performance") - plt.xlabel(f"{attack} Attack Strength ($\\epsilon$)") - plt.ylabel(f"{dataset} Classification Accuracy") - plt.show() - -if __name__ == "__main__": - main() diff --git a/src/difference.png b/src/difference.png deleted file mode 100644 index eaf9461..0000000 Binary files a/src/difference.png and /dev/null differ diff --git a/src/whale_full.png b/src/whale_full.png deleted file mode 100644 index 34e3409..0000000 Binary files a/src/whale_full.png and /dev/null differ