xai-attack-detection-cifar10 / generation_report.json
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{
"attack_success_rate_by_class": {
"airplane": 1.0,
"automobile": 1.0,
"bird": 1.0,
"cat": 1.0,
"deer": 1.0,
"dog": 1.0,
"frog": 1.0,
"horse": 1.0,
"ship": 1.0,
"truck": 1.0
},
"balanced_quota_per_class": 919,
"clean_correct_by_class": {
"airplane": 974,
"automobile": 995,
"bird": 955,
"cat": 945,
"deer": 955,
"dog": 919,
"frog": 969,
"horse": 978,
"ship": 994,
"truck": 986
},
"discarded_by_balance": {
"airplane": 55,
"automobile": 76,
"bird": 36,
"cat": 26,
"deer": 36,
"dog": 0,
"frog": 50,
"horse": 59,
"ship": 75,
"truck": 67
},
"post_serialization_success_by_class": {
"airplane": 974,
"automobile": 995,
"bird": 955,
"cat": 945,
"deer": 955,
"dog": 919,
"frog": 969,
"horse": 978,
"ship": 994,
"truck": 986
},
"pre_serialization_success_by_class": {
"airplane": 974,
"automobile": 995,
"bird": 955,
"cat": 945,
"deer": 955,
"dog": 919,
"frog": 969,
"horse": 978,
"ship": 994,
"truck": 986
},
"processed_examples": 10000,
"source_examples": 10000,
"split_class_counts": {
"test/airplane": 139,
"test/automobile": 139,
"test/bird": 139,
"test/cat": 139,
"test/deer": 139,
"test/dog": 139,
"test/frog": 139,
"test/horse": 139,
"test/ship": 139,
"test/truck": 139,
"train/airplane": 643,
"train/automobile": 643,
"train/bird": 643,
"train/cat": 643,
"train/deer": 643,
"train/dog": 643,
"train/frog": 643,
"train/horse": 643,
"train/ship": 643,
"train/truck": 643,
"validation/airplane": 137,
"validation/automobile": 137,
"validation/bird": 137,
"validation/cat": 137,
"validation/deer": 137,
"validation/dog": 137,
"validation/frog": 137,
"validation/horse": 137,
"validation/ship": 137,
"validation/truck": 137
},
"verified_before_balance": {
"airplane": 974,
"automobile": 995,
"bird": 955,
"cat": 945,
"deer": 955,
"dog": 919,
"frog": 969,
"horse": 978,
"ship": 994,
"truck": 986
}
}