{
    "data_id": "42072",
    "name": "bot-iot-all-features",
    "exact_name": "bot-iot-all-features",
    "version": 1,
    "version_label": null,
    "description": "The BoT-IoT dataset was created by designing a realistic network environment in the Cyber Range Lab of The center of UNSW Canberra Cyber. The environment incorporates a combination of normal and botnet traffic. Free use of the Bot-IoT dataset for academic research purposes is hereby granted in perpetuity. Use for commercial purposes should be agreed by the authors. The authors have asserted their rights under the Copyright. To whom intent the use of the Bot-IoT dataset, please cite the following paper that has the dataset’s details.",
    "format": "ARFF",
    "uploader": "Yuliya Khan",
    "uploader_id": 9177,
    "visibility": "public",
    "creator": "\"Nickolaos Koroniotis\"\"\",\"\"\"Nour Moustafa\"\"\",\"\"\"Elena Sitnikova\"\"\",\"\"\"Benjamin Turnbull\"",
    "contributor": null,
    "date": "2019-08-07 12:04:18",
    "update_comment": null,
    "last_update": "2019-08-07 12:04:18",
    "licence": "CC0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/21551524\/all_features.arff",
    "default_target_attribute": "attack",
    "row_id_attribute": "pkSeqID",
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "bot-iot-all-features",
            "The BoT-IoT dataset was created by designing a realistic network environment in the Cyber Range Lab of The center of UNSW Canberra Cyber. The environment incorporates a combination of normal and botnet traffic. Free use of the Bot-IoT dataset for academic research purposes is hereby granted in perpetuity. Use for commercial purposes should be agreed by the authors. The authors have asserted their rights under the Copyright. To whom intent the use of the Bot-IoT dataset, please cite the following "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 3668522,
        "NumberOfFeatures": 45,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 36,
        "NumberOfSymbolicFeatures": 9,
        "Dimensionality": 1.2266520413398094e-5,
        "PercentageOfNumericFeatures": 80,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 20,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "AutoCorrelation": 0.9999994548211664,
        "PercentageOfMissingValues": 0
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        },
        {
            "uploader": "38960",
            "tag": "Social Media"
        }
    ],
    "features": [
        {
            "name": "attack",
            "index": "43",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "pkSeqID",
            "index": "0",
            "type": "numeric",
            "distinct": "3668522",
            "missing": "0",
            "identifier": "1",
            "min": "1",
            "max": "3668522",
            "mean": "1834262",
            "stdev": "1059011"
        },
        {
            "name": "stime",
            "index": "1",
            "type": "numeric",
            "distinct": "392259",
            "missing": "0",
            "min": "1526344032",
            "max": "1529380791",
            "mean": "1528050205",
            "stdev": "258150"
        },
        {
            "name": "flgs",
            "index": "2",
            "type": "nominal",
            "distinct": "9",
            "missing": "0",
            "distr": []
        },
        {
            "name": "flgs_number",
            "index": "3",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "1",
            "max": "9",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "proto",
            "index": "4",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": []
        },
        {
            "name": "proto_number",
            "index": "5",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "saddr",
            "index": "6",
            "type": "nominal",
            "distinct": "21",
            "missing": "0",
            "distr": []
        },
        {
            "name": "sport",
            "index": "7",
            "type": "nominal",
            "distinct": "65541",
            "missing": "0",
            "distr": []
        },
        {
            "name": "daddr",
            "index": "8",
            "type": "nominal",
            "distinct": "84",
            "missing": "0",
            "distr": []
        },
        {
            "name": "dport",
            "index": "9",
            "type": "nominal",
            "distinct": "7698",
            "missing": "0",
            "distr": []
        },
        {
            "name": "pkts",
            "index": "10",
            "type": "numeric",
            "distinct": "123",
            "missing": "0",
            "min": "1",
            "max": "70057",
            "mean": "8",
            "stdev": "116"
        },
        {
            "name": "bytes",
            "index": "11",
            "type": "numeric",
            "distinct": "1633",
            "missing": "0",
            "min": "60",
            "max": "71833345",
            "mean": "869",
            "stdev": "112267"
        },
        {
            "name": "state",
            "index": "12",
            "type": "nominal",
            "distinct": "11",
            "missing": "0",
            "distr": []
        },
        {
            "name": "state_number",
            "index": "13",
            "type": "numeric",
            "distinct": "11",
            "missing": "0",
            "min": "1",
            "max": "11",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "ltime",
            "index": "14",
            "type": "numeric",
            "distinct": "383624",
            "missing": "0",
            "min": "1526344227",
            "max": "1529381808",
            "mean": "1528050225",
            "stdev": "258151"
        },
        {
            "name": "seq",
            "index": "15",
            "type": "numeric",
            "distinct": "262212",
            "missing": "0",
            "min": "1",
            "max": "262212",
            "mean": "121320",
            "stdev": "75794"
        },
        {
            "name": "dur",
            "index": "16",
            "type": "numeric",
            "distinct": "612509",
            "missing": "0",
            "min": "0",
            "max": "2771",
            "mean": "20",
            "stdev": "21"
        },
        {
            "name": "mean",
            "index": "17",
            "type": "numeric",
            "distinct": "507089",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "stddev",
            "index": "18",
            "type": "numeric",
            "distinct": "421379",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "sum",
            "index": "19",
            "type": "numeric",
            "distinct": "934972",
            "missing": "0",
            "min": "0",
            "max": "1913",
            "mean": "8",
            "stdev": "8"
        },
        {
            "name": "min",
            "index": "20",
            "type": "numeric",
            "distinct": "182498",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "max",
            "index": "21",
            "type": "numeric",
            "distinct": "594525",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "spkts",
            "index": "22",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "1",
            "max": "35029",
            "mean": "7",
            "stdev": "77"
        },
        {
            "name": "dpkts",
            "index": "23",
            "type": "numeric",
            "distinct": "62",
            "missing": "0",
            "min": "0",
            "max": "35029",
            "mean": "0",
            "stdev": "50"
        },
        {
            "name": "sbytes",
            "index": "24",
            "type": "numeric",
            "distinct": "1052",
            "missing": "0",
            "min": "42",
            "max": "37747017",
            "mean": "766",
            "stdev": "71930"
        },
        {
            "name": "dbytes",
            "index": "25",
            "type": "numeric",
            "distinct": "472",
            "missing": "0",
            "min": "0",
            "max": "34181742",
            "mean": "103",
            "stdev": "49449"
        },
        {
            "name": "rate",
            "index": "26",
            "type": "numeric",
            "distinct": "139677",
            "missing": "0",
            "min": "0",
            "max": "1000000",
            "mean": "245",
            "stdev": "7920"
        },
        {
            "name": "srate",
            "index": "27",
            "type": "numeric",
            "distinct": "119709",
            "missing": "0",
            "min": "0",
            "max": "1000000",
            "mean": "3",
            "stdev": "725"
        },
        {
            "name": "drate",
            "index": "28",
            "type": "numeric",
            "distinct": "8774",
            "missing": "0",
            "min": "0",
            "max": "58823",
            "mean": "0",
            "stdev": "60"
        },
        {
            "name": "TnBPSrcIP",
            "index": "29",
            "type": "numeric",
            "distinct": "8639",
            "missing": "0",
            "min": "60",
            "max": "220390664",
            "mean": "51016",
            "stdev": "442813"
        },
        {
            "name": "TnBPDstIP",
            "index": "30",
            "type": "numeric",
            "distinct": "7631",
            "missing": "0",
            "min": "60",
            "max": "220390784",
            "mean": "56846",
            "stdev": "415300"
        },
        {
            "name": "TnP_PSrcIP",
            "index": "31",
            "type": "numeric",
            "distinct": "1522",
            "missing": "0",
            "min": "1",
            "max": "225519",
            "mean": "620",
            "stdev": "584"
        },
        {
            "name": "TnP_PDstIP",
            "index": "32",
            "type": "numeric",
            "distinct": "1587",
            "missing": "0",
            "min": "1",
            "max": "225521",
            "mean": "687",
            "stdev": "585"
        },
        {
            "name": "TnP_PerProto",
            "index": "33",
            "type": "numeric",
            "distinct": "1560",
            "missing": "0",
            "min": "1",
            "max": "228373",
            "mean": "754",
            "stdev": "1434"
        },
        {
            "name": "TnP_Per_Dport",
            "index": "34",
            "type": "numeric",
            "distinct": "1582",
            "missing": "0",
            "min": "1",
            "max": "244425",
            "mean": "737",
            "stdev": "653"
        },
        {
            "name": "AR_P_Proto_P_SrcIP",
            "index": "35",
            "type": "numeric",
            "distinct": "46289",
            "missing": "0",
            "min": "0",
            "max": "2714290",
            "mean": "333",
            "stdev": "8466"
        },
        {
            "name": "AR_P_Proto_P_DstIP",
            "index": "36",
            "type": "numeric",
            "distinct": "39186",
            "missing": "0",
            "min": "0",
            "max": "1000000",
            "mean": "285",
            "stdev": "4097"
        },
        {
            "name": "N_IN_Conn_P_DstIP",
            "index": "37",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "1",
            "max": "100",
            "mean": "92",
            "stdev": "18"
        },
        {
            "name": "N_IN_Conn_P_SrcIP",
            "index": "38",
            "type": "numeric",
            "distinct": "100",
            "missing": "0",
            "min": "1",
            "max": "100",
            "mean": "83",
            "stdev": "24"
        },
        {
            "name": "AR_P_Proto_P_Sport",
            "index": "39",
            "type": "numeric",
            "distinct": "136207",
            "missing": "0",
            "min": "0",
            "max": "3000000",
            "mean": "456",
            "stdev": "14329"
        },
        {
            "name": "AR_P_Proto_P_Dport",
            "index": "40",
            "type": "numeric",
            "distinct": "42237",
            "missing": "0",
            "min": "0",
            "max": "2000000",
            "mean": "539",
            "stdev": "15698"
        },
        {
            "name": "Pkts_P_State_P_Protocol_P_DestIP",
            "index": "41",
            "type": "numeric",
            "distinct": "1595",
            "missing": "0",
            "min": "1",
            "max": "112544",
            "mean": "642",
            "stdev": "453"
        },
        {
            "name": "Pkts_P_State_P_Protocol_P_SrcIP",
            "index": "42",
            "type": "numeric",
            "distinct": "1526",
            "missing": "0",
            "min": "1",
            "max": "117939",
            "mean": "586",
            "stdev": "433"
        },
        {
            "name": "category",
            "index": "44",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": []
        },
        {
            "name": "subcategory",
            "index": "45",
            "type": "nominal",
            "distinct": "8",
            "missing": "0",
            "distr": []
        }
    ],
    "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
}