63 lines
2.0 KiB
JSON
63 lines
2.0 KiB
JSON
{
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"normal_count": 2095057.0,
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"attack_count": 425694.0,
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"accuracy": 0.7128641424718268,
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"precision_normal": 0.9533234465116556,
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"recall_normal": 0.6882175520761488,
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"f1_normal": 0.7993634386950771,
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"precision_attack": 0.35217494793216303,
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"recall_attack": 0.8341625674780476,
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"f1_attack": 0.4952573023318089,
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"top_anomalies": [
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{
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"Attack Type": "DoS",
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"Destination Port": 80,
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"Flow Duration": 1,
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"Total Fwd Packets": 1,
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"Flow Packets/s": 2000000.0,
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"Packet Length Mean": 1322.0,
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"reconstruction_error": 2.6239676475524902
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},
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{
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"Attack Type": "DoS",
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"Destination Port": 80,
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"Flow Duration": 97501845,
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"Total Fwd Packets": 4,
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"Flow Packets/s": 0.071793513,
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"Packet Length Mean": 1489.375,
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"reconstruction_error": 1.4105286598205566
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},
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{
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"Attack Type": "DoS",
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"Destination Port": 80,
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"Flow Duration": 97509484,
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"Total Fwd Packets": 4,
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"Flow Packets/s": 0.071787889,
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"Packet Length Mean": 1495.875,
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"reconstruction_error": 1.401184320449829
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},
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{
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"Attack Type": "DoS",
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"Destination Port": 80,
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"Flow Duration": 95488861,
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"Total Fwd Packets": 4,
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"Flow Packets/s": 0.07330698,
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"Packet Length Mean": 1495.0,
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"reconstruction_error": 1.3920245170593262
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},
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{
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"Attack Type": "DoS",
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"Destination Port": 80,
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"Flow Duration": 99036701,
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"Total Fwd Packets": 6,
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"Flow Packets/s": 0.090875402,
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"Packet Length Mean": 1198.9,
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"reconstruction_error": 1.3627992868423462
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}
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],
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"ram_before": 386.41,
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"ram_peak": 4589.86,
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"ram_after": 1194.69,
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"ram_increase": 4203.45,
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"runtime": 719.9
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} |