{
    "data_id": "46316",
    "name": "UNSW_NB15",
    "exact_name": "UNSW_NB15",
    "version": 3,
    "version_label": "1",
    "description": "A dataset for network intrusion detection.",
    "format": "arff",
    "uploader": "RAVI MANISANKAR REDDY",
    "uploader_id": 43694,
    "visibility": "public",
    "creator": "\"R.Manisankar Reddy\"",
    "contributor": "\"BEC\"",
    "date": "2024-08-08 16:30:52",
    "update_comment": null,
    "last_update": "2024-08-08 16:30:52",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22120827\/dataset",
    "default_target_attribute": "attack",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "UNSW_NB15",
            "A dataset for network intrusion detection. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 25500,
        "NumberOfFeatures": 46,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 39,
        "NumberOfSymbolicFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "AutoCorrelation": 1,
        "PercentageOfNumericFeatures": 84.78260869565217,
        "Dimensionality": 0.001803921568627451,
        "PercentageOfSymbolicFeatures": 0,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0
    },
    "tags": [],
    "features": [
        {
            "name": "attack",
            "index": "43",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "target": "1",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "pkSeqID",
            "index": "0",
            "type": "numeric",
            "distinct": "25500",
            "missing": "0",
            "min": "3000001",
            "max": "3025500",
            "mean": "3012751",
            "stdev": "7361"
        },
        {
            "name": "stime",
            "index": "1",
            "type": "numeric",
            "distinct": "1308",
            "missing": "0",
            "min": "1528099338",
            "max": "1528099338",
            "mean": "1528099338",
            "stdev": "0"
        },
        {
            "name": "flgs",
            "index": "2",
            "type": "string",
            "distinct": "1",
            "missing": "0"
        },
        {
            "name": "flgs_number",
            "index": "3",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "proto",
            "index": "4",
            "type": "string",
            "distinct": "1",
            "missing": "0"
        },
        {
            "name": "proto_number",
            "index": "5",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "3",
            "max": "3",
            "mean": "3",
            "stdev": "0"
        },
        {
            "name": "saddr",
            "index": "6",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "sport",
            "index": "7",
            "type": "numeric",
            "distinct": "20192",
            "missing": "0",
            "min": "2483",
            "max": "40053",
            "mean": "14281",
            "stdev": "10418"
        },
        {
            "name": "daddr",
            "index": "8",
            "type": "string",
            "distinct": "1",
            "missing": "0"
        },
        {
            "name": "dport",
            "index": "9",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "80",
            "max": "80",
            "mean": "80",
            "stdev": "0"
        },
        {
            "name": "pkts",
            "index": "10",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "6",
            "max": "15",
            "mean": "12",
            "stdev": "3"
        },
        {
            "name": "bytes",
            "index": "11",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "360",
            "max": "900",
            "mean": "738",
            "stdev": "171"
        },
        {
            "name": "state",
            "index": "12",
            "type": "string",
            "distinct": "1",
            "missing": "0"
        },
        {
            "name": "state_number",
            "index": "13",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "4",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "ltime",
            "index": "14",
            "type": "numeric",
            "distinct": "1579",
            "missing": "0",
            "min": "1528099348",
            "max": "1528099352",
            "mean": "1528099352",
            "stdev": "2"
        },
        {
            "name": "seq",
            "index": "15",
            "type": "numeric",
            "distinct": "25500",
            "missing": "0",
            "min": "109223",
            "max": "134722",
            "mean": "121973",
            "stdev": "7361"
        },
        {
            "name": "dur",
            "index": "16",
            "type": "numeric",
            "distinct": "2509",
            "missing": "0",
            "min": "10",
            "max": "14",
            "mean": "13",
            "stdev": "1"
        },
        {
            "name": "mean",
            "index": "17",
            "type": "numeric",
            "distinct": "2297",
            "missing": "0",
            "min": "3",
            "max": "4",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "stddev",
            "index": "18",
            "type": "numeric",
            "distinct": "2192",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "sum",
            "index": "19",
            "type": "numeric",
            "distinct": "4492",
            "missing": "0",
            "min": "8",
            "max": "12",
            "mean": "11",
            "stdev": "1"
        },
        {
            "name": "min",
            "index": "20",
            "type": "numeric",
            "distinct": "2370",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "max",
            "index": "21",
            "type": "numeric",
            "distinct": "2109",
            "missing": "0",
            "min": "4",
            "max": "5",
            "mean": "4",
            "stdev": "0"
        },
        {
            "name": "spkts",
            "index": "22",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "6",
            "max": "15",
            "mean": "12",
            "stdev": "3"
        },
        {
            "name": "dpkts",
            "index": "23",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "sbytes",
            "index": "24",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "360",
            "max": "900",
            "mean": "738",
            "stdev": "171"
        },
        {
            "name": "dbytes",
            "index": "25",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "rate",
            "index": "26",
            "type": "numeric",
            "distinct": "483",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "srate",
            "index": "27",
            "type": "numeric",
            "distinct": "483",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "drate",
            "index": "28",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "TnBPSrcIP",
            "index": "29",
            "type": "numeric",
            "distinct": "242",
            "missing": "0",
            "min": "660",
            "max": "90000",
            "mean": "61703",
            "stdev": "23250"
        },
        {
            "name": "TnBPDstIP",
            "index": "30",
            "type": "numeric",
            "distinct": "143",
            "missing": "0",
            "min": "39060",
            "max": "90000",
            "mean": "73792",
            "stdev": "14524"
        },
        {
            "name": "TnP_PSrcIP",
            "index": "31",
            "type": "numeric",
            "distinct": "242",
            "missing": "0",
            "min": "11",
            "max": "1500",
            "mean": "1028",
            "stdev": "388"
        },
        {
            "name": "TnP_PDstIP",
            "index": "32",
            "type": "numeric",
            "distinct": "143",
            "missing": "0",
            "min": "651",
            "max": "1500",
            "mean": "1230",
            "stdev": "242"
        },
        {
            "name": "TnP_PerProto",
            "index": "33",
            "type": "numeric",
            "distinct": "143",
            "missing": "0",
            "min": "651",
            "max": "1500",
            "mean": "1230",
            "stdev": "242"
        },
        {
            "name": "TnP_Per_Dport",
            "index": "34",
            "type": "numeric",
            "distinct": "143",
            "missing": "0",
            "min": "651",
            "max": "1500",
            "mean": "1230",
            "stdev": "242"
        },
        {
            "name": "AR_P_Proto_P_SrcIP",
            "index": "35",
            "type": "numeric",
            "distinct": "249",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "AR_P_Proto_P_DstIP",
            "index": "36",
            "type": "numeric",
            "distinct": "228",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "N_IN_Conn_P_DstIP",
            "index": "37",
            "type": "numeric",
            "distinct": "1",
            "missing": "0",
            "min": "100",
            "max": "100",
            "mean": "100",
            "stdev": "0"
        },
        {
            "name": "N_IN_Conn_P_SrcIP",
            "index": "38",
            "type": "numeric",
            "distinct": "85",
            "missing": "0",
            "min": "1",
            "max": "100",
            "mean": "83",
            "stdev": "24"
        },
        {
            "name": "AR_P_Proto_P_Sport",
            "index": "39",
            "type": "numeric",
            "distinct": "308",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "AR_P_Proto_P_Dport",
            "index": "40",
            "type": "numeric",
            "distinct": "228",
            "missing": "0",
            "min": "1",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Pkts_P_State_P_Protocol_P_DestIP",
            "index": "41",
            "type": "numeric",
            "distinct": "143",
            "missing": "0",
            "min": "651",
            "max": "1500",
            "mean": "1230",
            "stdev": "242"
        },
        {
            "name": "Pkts_P_State_P_Protocol_P_SrcIP",
            "index": "42",
            "type": "numeric",
            "distinct": "242",
            "missing": "0",
            "min": "11",
            "max": "1500",
            "mean": "1028",
            "stdev": "388"
        },
        {
            "name": "category",
            "index": "44",
            "type": "string",
            "distinct": "1",
            "missing": "0"
        },
        {
            "name": "subcategory",
            "index": "45",
            "type": "string",
            "distinct": "1",
            "missing": "0"
        }
    ],
    "nr_of_issues": 0,
    "nr_of_downvotes": 0,
    "nr_of_likes": 0,
    "nr_of_downloads": 0,
    "total_downloads": 0,
    "reach": 0,
    "reuse": 0,
    "impact_of_reuse": 0,
    "reach_of_reuse": 0,
    "impact": 0
}