From 0ba4e489bb77a0d2642923499598e309d8751435 Mon Sep 17 00:00:00 2001 From: Aidan Sharpe <33038791+Adog64@users.noreply.github.com> Date: Wed, 1 May 2024 11:17:42 -0400 Subject: [PATCH] Added pseudocode to poster, fixed MNIST results not showing 0 strength --- poster/Poster.pptx | Bin 848127 -> 855904 bytes poster/pseudocode.py | 21 + results/MNIST_FGSM_3d_new.png | Bin 0 -> 174972 bytes results/mnist_fgsm_old.json | 668 ++++++++++++++++++++++++++++ results/mnist_fgsm_reformatted.json | 171 +++++-- src/display_results.py | 4 +- src/reformat_data.py | 33 +- 7 files changed, 843 insertions(+), 54 deletions(-) create mode 100644 poster/pseudocode.py create mode 100644 results/MNIST_FGSM_3d_new.png create mode 100644 results/mnist_fgsm_old.json diff --git a/poster/Poster.pptx b/poster/Poster.pptx index 4d0268525afa6d9cd87c7b425731f97377274bfb..c5af8329dd3f0ed34db5772763ed3c6bc9b6ecc1 100644 GIT binary patch delta 186945 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zcAt9#f_*{A^H&?Lb?EtL2u;wN{FB*t4A?$`*`Icj`%{g5WiYG~`(K?77Ym_S)MJUKME9R;Ovqs0upqR53j?1siW2f7&bf&FQ>Hc@*ad>upTbBXh{A~D zkzn)jNHl-@)!+J%o8i8YBL)B%4S@e>^qd4FSQ`xK|2EMsopNj|!agd1006?E{_9~W zf`ub6)c*?Qf;F|Ojj-Vkgry?}!2fzAieZZo2>TzQu&@yo-YkW&U_)sBisKzMkPwd; z=C89r|4?s41rm%C>)-1A?_Y!eZ3Qg|>=dERzs&B3o8~p#!2oQ;`@gxC?9pMl7!YCt UWRyRGy+nLG5Dn_Sf`thEKSTgk3IG5A diff --git a/poster/pseudocode.py b/poster/pseudocode.py new file mode 100644 index 0000000..de4053f --- /dev/null +++ b/poster/pseudocode.py @@ -0,0 +1,21 @@ +model = Net() +accuracies = {} + +for filter in filters: + for epsilon in epsilons: + for strength in range(5): + correct = 0 + total = 0 + + for data, target in dataset: + atk_data = fgsm_attack(data, epsilon) + filt_data = filter(atk_data, filter, strength) + prediction = model(filt_data) + + total += 1 + if prediction == target: + correct += 1 + + accuracies[filter][epsilon][strength] = correct/total + +save_json("results.json", accuracies) diff --git a/results/MNIST_FGSM_3d_new.png 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], [ + 0.96, 0.9728, 0.9713, 0.9696, @@ -598,6 +679,7 @@ 0.9077 ], [ + 0.926, 0.9678, 0.9668, 0.9645, @@ -605,6 +687,7 @@ 0.1837 ], [ + 0.8753, 0.9644, 0.9604, 0.9583, @@ -612,6 +695,7 @@ 0.1818 ], [ + 0.8104, 0.9586, 0.9537, 0.9477, @@ -619,6 +703,7 @@ 0.1817 ], [ + 0.7229, 0.9522, 0.9458, 0.9343, @@ -626,6 +711,7 @@ 0.1845 ], [ + 0.6207, 0.9418, 0.9387, 0.9236, @@ -633,6 +719,7 @@ 0.1849 ], [ + 0.5008, 0.9331, 0.9297, 0.9108, @@ -640,6 +727,7 @@ 0.1869 ], [ + 0.3894, 0.9215, 0.9188, 0.8927, @@ -647,6 +735,7 @@ 0.1904 ], [ + 0.2922, 0.9079, 0.9053, 0.8758, @@ -654,6 +743,7 @@ 0.1927 ], [ + 0.2149, 0.8943, 0.8882, 0.8508, @@ -661,6 +751,7 @@ 0.1979 ], [ + 0.1599, 0.8761, 0.8687, 0.8142, @@ -669,4 +760,4 @@ ] ] } -} \ No newline at end of file +} diff --git a/src/display_results.py b/src/display_results.py index 1634640..ce41ded 100644 --- a/src/display_results.py +++ b/src/display_results.py @@ -12,7 +12,7 @@ def main(): has_random_guessing_threshold = False data = {} - with open("results/cifar10_fgsm.json", "r") as infile: + with open("../results/mnist_fgsm_reformatted.json", "r") as infile: data = json.load(infile) attack = data["attack"] @@ -110,7 +110,7 @@ def main(): plt.xlabel("Filter Strength", fontsize=18) ax.set_zlabel(f"{dataset} Classification Accuracy", fontsize=18) #score_type = "highest_rank" if is_rank else "performance_map" - plt.savefig(f"{dataset}_{attack}_3d.png") + plt.savefig(f"../results/{dataset}_{attack}_3d_new.png") plt.show() if __name__ == "__main__": diff --git a/src/reformat_data.py b/src/reformat_data.py index 2a1a4c3..ce28a76 100644 --- a/src/reformat_data.py +++ b/src/reformat_data.py @@ -4,27 +4,36 @@ import copy def reformat_data(): results = {} - with open("results/mnist_fgsm.json", "r") as infile: + with open("../results/mnist_fgsm_old.json", "r") as infile: results = json.load(infile) - #reformatted_results = {} + reformatted_results = {} - #reformatted_results["dataset"] = "MNIST" - #reformatted_results["attack"] = "FGSM" + reformatted_results["dataset"] = "MNIST" + reformatted_results["attack"] = "FGSM" - #MAX_EPSILON = 0.3 - #EPSILON_STEP = 0.025 - #epsilons = np.arange(0.0, MAX_EPSILON+EPSILON_STEP, EPSILON_STEP) + MAX_EPSILON = 0.3 + EPSILON_STEP = 0.025 + epsilons = np.arange(0.0, MAX_EPSILON+EPSILON_STEP, EPSILON_STEP) + + reformatted_results["epsilons"] = list(epsilons) - #reformatted_results["epsilons"] = list(epsilons) - reformatted_results = copy.deepcopy(results) filters = list(results.keys())[1:] - for i, epsilon in enumerate(results["epsilons"]): - reformatted_results["filters"]["bit_depth"][i] = results["filters"]["bit_depth"][i][::-1] + reformatted_results["filters"] = {} + for filter in filters: + reformatted_results["filters"][filter] = [] + for i, epsilon in enumerate(epsilons): + strength_perfs = [results["unfiltered"][i]] + strength_perfs.extend(results[filter][i]) + reformatted_results["filters"][filter].append(strength_perfs) + + #reformatted_results = copy.deepcopy(results) + #for i, epsilon in enumerate(results["epsilons"]): + # reformatted_results["filters"]["bit_depth"][i] = results["filters"]["bit_depth"][i][::-1] reformatted_results_json = json.dumps(reformatted_results, indent=4) - with open("results/mnist_fgsm_reformatted.json", "w") as outfile: + with open("../results/mnist_fgsm_reformatted.json", "w") as outfile: outfile.write(reformatted_results_json) if __name__ == "__main__":