Upload dataset
Browse files- README.md +141 -0
- data/train-00000-of-00003.parquet +3 -0
- data/train-00001-of-00003.parquet +3 -0
- data/train-00002-of-00003.parquet +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
dataset_info:
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| 3 |
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features:
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| 4 |
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- name: destination_port
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| 5 |
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dtype: int64
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| 6 |
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- name: flow_duration
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| 7 |
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dtype: int64
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| 8 |
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- name: total_fwd_packets
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| 9 |
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dtype: int64
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| 10 |
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- name: total_backward_packets
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| 11 |
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dtype: int64
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| 12 |
+
- name: total_length_of_fwd_packets
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| 13 |
+
dtype: int64
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| 14 |
+
- name: total_length_of_bwd_packets
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| 15 |
+
dtype: int64
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| 16 |
+
- name: fwd_packet_length_max
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| 17 |
+
dtype: int64
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| 18 |
+
- name: fwd_packet_length_min
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| 19 |
+
dtype: int64
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| 20 |
+
- name: fwd_packet_length_mean
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| 21 |
+
dtype: float64
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| 22 |
+
- name: fwd_packet_length_std
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| 23 |
+
dtype: float64
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| 24 |
+
- name: bwd_packet_length_max
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| 25 |
+
dtype: int64
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| 26 |
+
- name: bwd_packet_length_min
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| 27 |
+
dtype: int64
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| 28 |
+
- name: bwd_packet_length_mean
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| 29 |
+
dtype: float64
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| 30 |
+
- name: bwd_packet_length_std
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| 31 |
+
dtype: float64
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| 32 |
+
- name: flow_bytes/s
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| 33 |
+
dtype: float64
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| 34 |
+
- name: flow_packets/s
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| 35 |
+
dtype: float64
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| 36 |
+
- name: flow_iat_mean
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| 37 |
+
dtype: float64
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| 38 |
+
- name: flow_iat_std
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| 39 |
+
dtype: float64
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| 40 |
+
- name: flow_iat_max
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| 41 |
+
dtype: int64
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| 42 |
+
- name: flow_iat_min
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| 43 |
+
dtype: int64
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| 44 |
+
- name: fwd_iat_total
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| 45 |
+
dtype: int64
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| 46 |
+
- name: fwd_iat_mean
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| 47 |
+
dtype: float64
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| 48 |
+
- name: fwd_iat_std
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| 49 |
+
dtype: float64
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| 50 |
+
- name: fwd_iat_max
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| 51 |
+
dtype: int64
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| 52 |
+
- name: fwd_iat_min
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| 53 |
+
dtype: int64
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| 54 |
+
- name: bwd_iat_total
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| 55 |
+
dtype: int64
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| 56 |
+
- name: bwd_iat_mean
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| 57 |
+
dtype: float64
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| 58 |
+
- name: bwd_iat_std
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| 59 |
+
dtype: float64
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| 60 |
+
- name: bwd_iat_max
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| 61 |
+
dtype: int64
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| 62 |
+
- name: bwd_iat_min
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| 63 |
+
dtype: int64
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| 64 |
+
- name: fwd_header_length
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| 65 |
+
dtype: int64
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| 66 |
+
- name: bwd_header_length
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| 67 |
+
dtype: int64
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| 68 |
+
- name: fwd_packets/s
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| 69 |
+
dtype: float64
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| 70 |
+
- name: bwd_packets/s
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| 71 |
+
dtype: float64
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| 72 |
+
- name: min_packet_length
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| 73 |
+
dtype: int64
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| 74 |
+
- name: max_packet_length
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| 75 |
+
dtype: int64
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| 76 |
+
- name: packet_length_mean
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| 77 |
+
dtype: float64
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| 78 |
+
- name: packet_length_std
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| 79 |
+
dtype: float64
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| 80 |
+
- name: packet_length_variance
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| 81 |
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dtype: float64
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| 82 |
+
- name: psh_flag_count
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| 83 |
+
dtype: int64
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| 84 |
+
- name: ack_flag_count
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| 85 |
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dtype: int64
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| 86 |
+
- name: urg_flag_count
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| 87 |
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dtype: int64
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| 88 |
+
- name: down/up_ratio
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| 89 |
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dtype: int64
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| 90 |
+
- name: average_packet_size
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| 91 |
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dtype: float64
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| 92 |
+
- name: avg_fwd_segment_size
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| 93 |
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dtype: float64
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| 94 |
+
- name: avg_bwd_segment_size
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| 95 |
+
dtype: float64
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| 96 |
+
- name: fwd_header_length.1
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| 97 |
+
dtype: int64
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| 98 |
+
- name: subflow_fwd_packets
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| 99 |
+
dtype: int64
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| 100 |
+
- name: subflow_fwd_bytes
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| 101 |
+
dtype: int64
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| 102 |
+
- name: subflow_bwd_packets
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| 103 |
+
dtype: int64
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| 104 |
+
- name: subflow_bwd_bytes
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| 105 |
+
dtype: int64
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| 106 |
+
- name: init_win_bytes_forward
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| 107 |
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dtype: int64
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| 108 |
+
- name: init_win_bytes_backward
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| 109 |
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dtype: int64
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| 110 |
+
- name: act_data_pkt_fwd
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| 111 |
+
dtype: int64
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| 112 |
+
- name: min_seg_size_forward
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| 113 |
+
dtype: int64
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| 114 |
+
- name: active_max
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| 115 |
+
dtype: int64
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| 116 |
+
- name: active_min
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| 117 |
+
dtype: int64
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| 118 |
+
- name: idle_mean
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| 119 |
+
dtype: float64
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| 120 |
+
- name: idle_std
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| 121 |
+
dtype: float64
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| 122 |
+
- name: idle_max
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| 123 |
+
dtype: int64
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| 124 |
+
- name: idle_min
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| 125 |
+
dtype: int64
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| 126 |
+
- name: label
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| 127 |
+
dtype: string
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| 128 |
+
- name: __index_level_0__
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| 129 |
+
dtype: int64
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| 130 |
+
splits:
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| 131 |
+
- name: train
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| 132 |
+
num_bytes: 1418135552
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| 133 |
+
num_examples: 2801091
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| 134 |
+
download_size: 537597313
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| 135 |
+
dataset_size: 1418135552
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| 136 |
+
configs:
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| 137 |
+
- config_name: default
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| 138 |
+
data_files:
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| 139 |
+
- split: train
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| 140 |
+
path: data/train-*
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| 141 |
+
---
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data/train-00000-of-00003.parquet
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ac7f551a77a044297fa99c4c2f2f273dad47d92b414d921937a146eefb328a14
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| 3 |
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size 179149066
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data/train-00001-of-00003.parquet
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6852257be60438f0e497b348aee8051b39da970f87d4604de643cb7383089658
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| 3 |
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size 179238676
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data/train-00002-of-00003.parquet
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:9b408d89ed20b67386cd6fd5a1f89239c5f82de1bbdae49d0c449c7aee19b41c
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| 3 |
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size 179209571
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