metadata
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_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: psh_flag_count
dtype: int64
- name: ack_flag_count
dtype: int64
- name: urg_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: 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_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
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 1418135552
num_examples: 2801091
- name: validation
num_bytes: 14181625
num_examples: 28011
- name: test
num_bytes: 143263
num_examples: 283
download_size: 543098167
dataset_size: 1432460440
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*