{
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  "rai:personalSensitiveInformation": "No PII; only aggregated flow-level numerical features. Source/destination IPs and packet payloads are excluded during preprocessing.",
  "url": "https://huggingface.co/datasets/anonymizeddb/CAD-CICIDS2017",
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          "name": "Total Fwd Packets",
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          "@type": "cr:Field",
          "@id": "data/Fwd_Header_Length.1",
          "name": "Fwd Header Length.1",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Header Length.1"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Avg_Bytes_Bulk",
          "name": "Fwd Avg Bytes/Bulk",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Avg Bytes/Bulk"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Avg_Packets_Bulk",
          "name": "Fwd Avg Packets/Bulk",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Avg Packets/Bulk"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Avg_Bulk_Rate",
          "name": "Fwd Avg Bulk Rate",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Avg Bulk Rate"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Avg_Bytes_Bulk",
          "name": "Bwd Avg Bytes/Bulk",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Avg Bytes/Bulk"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Avg_Packets_Bulk",
          "name": "Bwd Avg Packets/Bulk",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Avg Packets/Bulk"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Avg_Bulk_Rate",
          "name": "Bwd Avg Bulk Rate",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Avg Bulk Rate"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Fwd_Packets",
          "name": "Subflow Fwd Packets",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Fwd Packets"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Fwd_Bytes",
          "name": "Subflow Fwd Bytes",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Fwd Bytes"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Bwd_Packets",
          "name": "Subflow Bwd Packets",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Bwd Packets"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Bwd_Bytes",
          "name": "Subflow Bwd Bytes",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Bwd Bytes"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Init_Win_bytes_forward",
          "name": "Init_Win_bytes_forward",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Init_Win_bytes_forward"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Init_Win_bytes_backward",
          "name": "Init_Win_bytes_backward",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Init_Win_bytes_backward"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/act_data_pkt_fwd",
          "name": "act_data_pkt_fwd",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "act_data_pkt_fwd"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/min_seg_size_forward",
          "name": "min_seg_size_forward",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "min_seg_size_forward"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Mean",
          "name": "Active Mean",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Mean"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Std",
          "name": "Active Std",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Std"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Max",
          "name": "Active Max",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Max"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Min",
          "name": "Active Min",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Min"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Mean",
          "name": "Idle Mean",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Mean"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Std",
          "name": "Idle Std",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Std"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Max",
          "name": "Idle Max",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Max"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Min",
          "name": "Idle Min",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Min"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/label",
          "name": "label",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "label"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/task_split",
          "name": "task_split",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "task_split"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/task_id",
          "name": "task_id",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "task_id"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/task_name",
          "name": "task_name",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "task_name"
            }
          }
        }
      ]
    },
    {
      "@type": "cr:RecordSet",
      "@id": "orderings",
      "name": "orderings",
      "description": "Task orderings for continual-learning evaluation. Inlined so the Croissant is self-contained.",
      "key": {
        "@id": "orderings/name"
      },
      "field": [
        {
          "@type": "cr:Field",
          "@id": "orderings/name",
          "name": "name",
          "dataType": "sc:Text"
        },
        {
          "@type": "cr:Field",
          "@id": "orderings/task_sequence",
          "name": "task_sequence",
          "dataType": "sc:Text",
          "references": {
            "field": {
              "@id": "data/task_name"
            }
          },
          "repeated": true
        }
      ],
      "data": [
        {
          "orderings/name": "curriculum_asc",
          "orderings/task_sequence": [
            "cicids2017_5",
            "cicids2017_2",
            "cicids2017_0",
            "cicids2017_3",
            "cicids2017_4",
            "cicids2017_1"
          ]
        },
        {
          "orderings/name": "curriculum_desc",
          "orderings/task_sequence": [
            "cicids2017_1",
            "cicids2017_4",
            "cicids2017_3",
            "cicids2017_0",
            "cicids2017_2",
            "cicids2017_5"
          ]
        },
        {
          "orderings/name": "generalization_desc",
          "orderings/task_sequence": [
            "cicids2017_4",
            "cicids2017_3",
            "cicids2017_0",
            "cicids2017_2",
            "cicids2017_5",
            "cicids2017_1"
          ]
        },
        {
          "orderings/name": "generalization_asc",
          "orderings/task_sequence": [
            "cicids2017_1",
            "cicids2017_5",
            "cicids2017_2",
            "cicids2017_0",
            "cicids2017_3",
            "cicids2017_4"
          ]
        },
        {
          "orderings/name": "smooth_drift",
          "orderings/task_sequence": [
            "cicids2017_5",
            "cicids2017_1",
            "cicids2017_4",
            "cicids2017_0",
            "cicids2017_2",
            "cicids2017_3"
          ]
        },
        {
          "orderings/name": "abrupt_drift",
          "orderings/task_sequence": [
            "cicids2017_4",
            "cicids2017_5",
            "cicids2017_3",
            "cicids2017_1",
            "cicids2017_2",
            "cicids2017_0"
          ]
        }
      ]
    }
  ],
  "datePublished": "2026-05-06"
}