Hugging Face's logo

Datasets:
mehddii
/
cicids2017-processed

Modalities:
Tabular
Text
Formats:
parquet
Size:
1M - 10M
Libraries:
Datasets
Dask
Polars
Dataset card Data Studio Files
xet
 Community
1
mehddii commited on
Commit
e6a1f3e
·
verified ·
1 Parent(s): 1f310cb

Upload dataset

Browse files
Files changed (5) hide show
  1. README.md +164 -0
  2. data/test-00000-of-00001.parquet +3 -0
  3. data/train-00000-of-00003.parquet +3 -0
  4. data/train-00001-of-00003.parquet +3 -0
  5. data/train-00002-of-00003.parquet +3 -0
README.md ADDED
@@ -0,0 +1,164 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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: Fwd URG Flags
67
+ dtype: int64
68
+ - name: Fwd Header Length
69
+ dtype: int64
70
+ - name: Bwd Header Length
71
+ dtype: int64
72
+ - name: Fwd Packets/s
73
+ dtype: float64
74
+ - name: Bwd Packets/s
75
+ dtype: float64
76
+ - name: Min Packet Length
77
+ dtype: int64
78
+ - name: Max Packet Length
79
+ dtype: int64
80
+ - name: Packet Length Mean
81
+ dtype: float64
82
+ - name: Packet Length Std
83
+ dtype: float64
84
+ - name: Packet Length Variance
85
+ dtype: float64
86
+ - name: FIN Flag Count
87
+ dtype: int64
88
+ - name: SYN Flag Count
89
+ dtype: int64
90
+ - name: RST Flag Count
91
+ dtype: int64
92
+ - name: PSH Flag Count
93
+ dtype: int64
94
+ - name: ACK Flag Count
95
+ dtype: int64
96
+ - name: URG Flag Count
97
+ dtype: int64
98
+ - name: CWE Flag Count
99
+ dtype: int64
100
+ - name: ECE Flag Count
101
+ dtype: int64
102
+ - name: Down/Up Ratio
103
+ dtype: int64
104
+ - name: Average Packet Size
105
+ dtype: float64
106
+ - name: Avg Fwd Segment Size
107
+ dtype: float64
108
+ - name: Avg Bwd Segment Size
109
+ dtype: float64
110
+ - name: Fwd Header Length.1
111
+ dtype: int64
112
+ - name: Subflow Fwd Packets
113
+ dtype: int64
114
+ - name: Subflow Fwd Bytes
115
+ dtype: int64
116
+ - name: Subflow Bwd Packets
117
+ dtype: int64
118
+ - name: Subflow Bwd Bytes
119
+ dtype: int64
120
+ - name: Init_Win_bytes_forward
121
+ dtype: int64
122
+ - name: Init_Win_bytes_backward
123
+ dtype: int64
124
+ - name: act_data_pkt_fwd
125
+ dtype: int64
126
+ - name: min_seg_size_forward
127
+ dtype: int64
128
+ - name: Active Mean
129
+ dtype: float64
130
+ - name: Active Std
131
+ dtype: float64
132
+ - name: Active Max
133
+ dtype: int64
134
+ - name: Active Min
135
+ dtype: int64
136
+ - name: Idle Mean
137
+ dtype: float64
138
+ - name: Idle Std
139
+ dtype: float64
140
+ - name: Idle Max
141
+ dtype: int64
142
+ - name: Idle Min
143
+ dtype: int64
144
+ - name: Label
145
+ dtype: string
146
+ - name: flow_missing
147
+ dtype: int64
148
+ splits:
149
+ - name: train
150
+ num_bytes: 1164828693
151
+ num_examples: 2016284
152
+ - name: test
153
+ num_bytes: 291211221
154
+ num_examples: 504078
155
+ download_size: 321703252
156
+ dataset_size: 1456039914
157
+ configs:
158
+ - config_name: default
159
+ data_files:
160
+ - split: train
161
+ path: data/train-*
162
+ - split: test
163
+ path: data/test-*
164
+ ---
data/test-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7ac90392394df21ae8a5d4f2f04485f4043aa96c3ee2cd97f9a3c9a1561f8ea6
3
+ size 53645203
data/train-00000-of-00003.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:333c64fd81bc511e57acd745193176fdcbe572de8f3d7b81629862dc17adc9bb
3
+ size 86590529
data/train-00001-of-00003.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd7305c6314a2c6a9f8018be7018074ddaf3dd4ef967a753f73d5cf0c2d7dba5
3
+ size 89598304
data/train-00002-of-00003.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:97421854ae37752ea7857bc6e3f665ec4d65036cd8e136692e165037a4fac5fa
3
+ size 91869216