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 PSH Flags
dtype: int64
- name: Fwd 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: 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
- name: flow_missing
dtype: int64
splits:
- name: train
num_bytes: 1164828693
num_examples: 2016284
- name: test
num_bytes: 291211221
num_examples: 504078
download_size: 321703252
dataset_size: 1456039914
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*