64 lines
2.1 KiB
JSON
64 lines
2.1 KiB
JSON
{
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"normal_count": 2095057.0,
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"attack_count": 425694.0,
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"contamination": 0.42218965697127564,
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"accuracy": 0.7300296617952349,
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"precision_normal": 0.9855814946609444,
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"recall_normal": 0.6851985411375442,
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"f1_normal": 0.8083876846075615,
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"precision_attack": 0.38027193625378214,
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"recall_attack": 0.9506664411525649,
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"f1_attack": 0.5432434355271513,
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"top_anomalies": [
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{
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"Attack Type": "Bots",
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"Destination Port": 8080,
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"Flow Duration": 104836,
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"Total Fwd Packets": 35,
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"Flow Packets/s": 1096.951429,
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"Packet Length Mean": 1797.637931,
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"score": -0.3361174695180047
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},
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{
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"Attack Type": "Port Scanning",
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"Destination Port": 55055,
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"Flow Duration": 116005956,
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"Total Fwd Packets": 2,
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"Flow Packets/s": 0.034480988,
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"Packet Length Mean": 3.2,
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"score": -0.3274269932966515
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},
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{
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"Attack Type": "Port Scanning",
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"Destination Port": 32781,
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"Flow Duration": 117169685,
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"Total Fwd Packets": 2,
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"Flow Packets/s": 0.034138523,
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"Packet Length Mean": 3.2,
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"score": -0.32230849167538755
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},
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{
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"Attack Type": "Port Scanning",
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"Destination Port": 873,
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"Flow Duration": 119809735,
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"Total Fwd Packets": 2,
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"Flow Packets/s": 0.033386269,
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"Packet Length Mean": 3.2,
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"score": -0.32111814642871583
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},
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{
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"Attack Type": "Port Scanning",
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"Destination Port": 21571,
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"Flow Duration": 117624607,
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"Total Fwd Packets": 2,
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"Flow Packets/s": 0.03400649,
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"Packet Length Mean": 3.2,
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"score": -0.31684442769693955
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}
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],
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"ram_before": 182.07,
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"ram_peak": 3098.45,
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"ram_after": 186.78,
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"ram_increase": 2916.39,
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"runtime": 543.79
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} |