---
dataset_info:
  features:
  - name: destination_port
    dtype: int64
  - name: flow_duration
    dtype: int64
  - name: total_fwd_packets
    dtype: int64
  - name: total_backward_packets
    dtype: int64
  - name: total_length_of_fwd_packets
    dtype: int64
  - name: total_length_of_bwd_packets
    dtype: int64
  - name: fwd_packet_length_max
    dtype: int64
  - name: fwd_packet_length_min
    dtype: int64
  - name: fwd_packet_length_mean
    dtype: float64
  - name: fwd_packet_length_std
    dtype: float64
  - name: bwd_packet_length_max
    dtype: int64
  - name: bwd_packet_length_min
    dtype: int64
  - name: bwd_packet_length_mean
    dtype: float64
  - name: bwd_packet_length_std
    dtype: float64
  - name: flow_bytes/s
    dtype: float64
  - name: flow_packets/s
    dtype: float64
  - name: flow_iat_mean
    dtype: float64
  - name: flow_iat_std
    dtype: float64
  - name: flow_iat_max
    dtype: int64
  - name: flow_iat_min
    dtype: int64
  - name: fwd_iat_total
    dtype: int64
  - name: fwd_iat_mean
    dtype: float64
  - name: fwd_iat_std
    dtype: float64
  - name: fwd_iat_max
    dtype: int64
  - name: fwd_iat_min
    dtype: int64
  - name: bwd_iat_total
    dtype: int64
  - name: bwd_iat_mean
    dtype: float64
  - name: bwd_iat_std
    dtype: float64
  - name: bwd_iat_max
    dtype: int64
  - name: bwd_iat_min
    dtype: int64
  - name: fwd_psh_flags
    dtype: int64
  - name: bwd_psh_flags
    dtype: int64
  - name: fwd_urg_flags
    dtype: int64
  - name: bwd_urg_flags
    dtype: int64
  - name: fwd_header_length
    dtype: int64
  - name: bwd_header_length
    dtype: int64
  - name: fwd_packets/s
    dtype: float64
  - name: bwd_packets/s
    dtype: float64
  - name: min_packet_length
    dtype: int64
  - name: max_packet_length
    dtype: int64
  - name: packet_length_mean
    dtype: float64
  - name: packet_length_std
    dtype: float64
  - name: packet_length_variance
    dtype: float64
  - name: fin_flag_count
    dtype: int64
  - name: syn_flag_count
    dtype: int64
  - name: rst_flag_count
    dtype: int64
  - name: psh_flag_count
    dtype: int64
  - name: ack_flag_count
    dtype: int64
  - name: urg_flag_count
    dtype: int64
  - name: cwe_flag_count
    dtype: int64
  - name: ece_flag_count
    dtype: int64
  - name: down/up_ratio
    dtype: int64
  - name: average_packet_size
    dtype: float64
  - name: avg_fwd_segment_size
    dtype: float64
  - name: avg_bwd_segment_size
    dtype: float64
  - name: fwd_header_length.1
    dtype: int64
  - name: fwd_avg_bytes/bulk
    dtype: int64
  - name: fwd_avg_packets/bulk
    dtype: int64
  - name: fwd_avg_bulk_rate
    dtype: int64
  - name: bwd_avg_bytes/bulk
    dtype: int64
  - name: bwd_avg_packets/bulk
    dtype: int64
  - name: bwd_avg_bulk_rate
    dtype: int64
  - name: subflow_fwd_packets
    dtype: int64
  - name: subflow_fwd_bytes
    dtype: int64
  - name: subflow_bwd_packets
    dtype: int64
  - name: subflow_bwd_bytes
    dtype: int64
  - name: init_win_bytes_forward
    dtype: int64
  - name: init_win_bytes_backward
    dtype: int64
  - name: act_data_pkt_fwd
    dtype: int64
  - name: min_seg_size_forward
    dtype: int64
  - name: active_mean
    dtype: float64
  - name: active_std
    dtype: float64
  - name: active_max
    dtype: int64
  - name: active_min
    dtype: int64
  - name: idle_mean
    dtype: float64
  - name: idle_std
    dtype: float64
  - name: idle_max
    dtype: int64
  - name: idle_min
    dtype: int64
  - name: label
    dtype: string
  splits:
  - name: train
    num_bytes: 1795553965
    num_examples: 2830743
  download_size: 462120623
  dataset_size: 1795553965
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
license: apache-2.0
tags:
- networking
pretty_name: cic-ids-2017-ml-cve
size_categories:
- 1M<n<10M
---

# cic-ids-2017-machine-learning-cve
This is the dataset originally appeared in cic-ids 2017. This dataset has not gone through any cleaning stages. We simply made sure that all rows contain valid data and all features are named property.