Hugging Face's logo

Datasets:
kirayz
/
cicids17-ml

Modalities:
Tabular
Text
Formats:
parquet
Size:
1M - 10M
Tags:
networking
Libraries:
Datasets
Dask
License:
Dataset card Viewer Files Community
1
kirayz commited on
Commit
e374633
•
1 Parent(s): 56e170e

Upload dataset

Browse files
Files changed (5) hide show
  1. README.md +173 -0
  2. data/train-00000-of-00004.parquet +3 -0
  3. data/train-00001-of-00004.parquet +3 -0
  4. data/train-00002-of-00004.parquet +3 -0
  5. data/train-00003-of-00004.parquet +3 -0
README.md ADDED
@@ -0,0 +1,173 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ dataset_info:
3
+ features:
4
+ - name: destination_port
5
+ dtype: int64
6
+ - name: flow_duration
7
+ dtype: int64
8
+ - name: total_fwd_packets
9
+ dtype: int64
10
+ - name: total_backward_packets
11
+ dtype: int64
12
+ - name: total_length_of_fwd_packets
13
+ dtype: int64
14
+ - name: total_length_of_bwd_packets
15
+ dtype: int64
16
+ - name: fwd_packet_length_max
17
+ dtype: int64
18
+ - name: fwd_packet_length_min
19
+ dtype: int64
20
+ - name: fwd_packet_length_mean
21
+ dtype: float64
22
+ - name: fwd_packet_length_std
23
+ dtype: float64
24
+ - name: bwd_packet_length_max
25
+ dtype: int64
26
+ - name: bwd_packet_length_min
27
+ dtype: int64
28
+ - name: bwd_packet_length_mean
29
+ dtype: float64
30
+ - name: bwd_packet_length_std
31
+ dtype: float64
32
+ - name: flow_bytes/s
33
+ dtype: float64
34
+ - name: flow_packets/s
35
+ dtype: float64
36
+ - name: flow_iat_mean
37
+ dtype: float64
38
+ - name: flow_iat_std
39
+ dtype: float64
40
+ - name: flow_iat_max
41
+ dtype: int64
42
+ - name: flow_iat_min
43
+ dtype: int64
44
+ - name: fwd_iat_total
45
+ dtype: int64
46
+ - name: fwd_iat_mean
47
+ dtype: float64
48
+ - name: fwd_iat_std
49
+ dtype: float64
50
+ - name: fwd_iat_max
51
+ dtype: int64
52
+ - name: fwd_iat_min
53
+ dtype: int64
54
+ - name: bwd_iat_total
55
+ dtype: int64
56
+ - name: bwd_iat_mean
57
+ dtype: float64
58
+ - name: bwd_iat_std
59
+ dtype: float64
60
+ - name: bwd_iat_max
61
+ dtype: int64
62
+ - name: bwd_iat_min
63
+ dtype: int64
64
+ - name: fwd_psh_flags
65
+ dtype: int64
66
+ - name: bwd_psh_flags
67
+ dtype: int64
68
+ - name: fwd_urg_flags
69
+ dtype: int64
70
+ - name: bwd_urg_flags
71
+ dtype: int64
72
+ - name: fwd_header_length
73
+ dtype: int64
74
+ - name: bwd_header_length
75
+ dtype: int64
76
+ - name: fwd_packets/s
77
+ dtype: float64
78
+ - name: bwd_packets/s
79
+ dtype: float64
80
+ - name: min_packet_length
81
+ dtype: int64
82
+ - name: max_packet_length
83
+ dtype: int64
84
+ - name: packet_length_mean
85
+ dtype: float64
86
+ - name: packet_length_std
87
+ dtype: float64
88
+ - name: packet_length_variance
89
+ dtype: float64
90
+ - name: fin_flag_count
91
+ dtype: int64
92
+ - name: syn_flag_count
93
+ dtype: int64
94
+ - name: rst_flag_count
95
+ dtype: int64
96
+ - name: psh_flag_count
97
+ dtype: int64
98
+ - name: ack_flag_count
99
+ dtype: int64
100
+ - name: urg_flag_count
101
+ dtype: int64
102
+ - name: cwe_flag_count
103
+ dtype: int64
104
+ - name: ece_flag_count
105
+ dtype: int64
106
+ - name: down/up_ratio
107
+ dtype: int64
108
+ - name: average_packet_size
109
+ dtype: float64
110
+ - name: avg_fwd_segment_size
111
+ dtype: float64
112
+ - name: avg_bwd_segment_size
113
+ dtype: float64
114
+ - name: fwd_header_length.1
115
+ dtype: int64
116
+ - name: fwd_avg_bytes/bulk
117
+ dtype: int64
118
+ - name: fwd_avg_packets/bulk
119
+ dtype: int64
120
+ - name: fwd_avg_bulk_rate
121
+ dtype: int64
122
+ - name: bwd_avg_bytes/bulk
123
+ dtype: int64
124
+ - name: bwd_avg_packets/bulk
125
+ dtype: int64
126
+ - name: bwd_avg_bulk_rate
127
+ dtype: int64
128
+ - name: subflow_fwd_packets
129
+ dtype: int64
130
+ - name: subflow_fwd_bytes
131
+ dtype: int64
132
+ - name: subflow_bwd_packets
133
+ dtype: int64
134
+ - name: subflow_bwd_bytes
135
+ dtype: int64
136
+ - name: init_win_bytes_forward
137
+ dtype: int64
138
+ - name: init_win_bytes_backward
139
+ dtype: int64
140
+ - name: act_data_pkt_fwd
141
+ dtype: int64
142
+ - name: min_seg_size_forward
143
+ dtype: int64
144
+ - name: active_mean
145
+ dtype: float64
146
+ - name: active_std
147
+ dtype: float64
148
+ - name: active_max
149
+ dtype: int64
150
+ - name: active_min
151
+ dtype: int64
152
+ - name: idle_mean
153
+ dtype: float64
154
+ - name: idle_std
155
+ dtype: float64
156
+ - name: idle_max
157
+ dtype: int64
158
+ - name: idle_min
159
+ dtype: int64
160
+ - name: label
161
+ dtype: string
162
+ splits:
163
+ - name: train
164
+ num_bytes: 1795553965
165
+ num_examples: 2830743
166
+ download_size: 462120623
167
+ dataset_size: 1795553965
168
+ configs:
169
+ - config_name: default
170
+ data_files:
171
+ - split: train
172
+ path: data/train-*
173
+ ---
data/train-00000-of-00004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d36eebe0cd583bf5887be9bb2b7910ccfd8634228682d2068c24907446b4a76d
3
+ size 101176772
data/train-00001-of-00004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d11b31c841babd7e6ff3cbb404826c95467faec402813983af4005bdea38a519
3
+ size 121169786
data/train-00002-of-00004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07396519f74e30e67a1aed4e391666a535020fb0e6d154033958314c8eae8815
3
+ size 122040000
data/train-00003-of-00004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a11e751c6c826368d8c4e0d9ac97bca25106839955e96ecb9ec2f4286111023
3
+ size 117734065