Flow ID
stringlengths
21
44
Local
int64
0
2
Local_1
int64
0
3.23B
Local_2
int64
0
3.23B
Local_3
int64
0
3.23B
Local_4
int64
0
3.23B
Local_5
int64
0
3.23B
Local_6
int64
0
3.23B
Local_7
int64
0
3.23B
Local_8
int64
0
3.23B
Local_9
int64
0
3.23B
Local_10
int64
0
3.23B
Local_11
int64
0
3.23B
Local_12
int64
0
3.23B
Local_13
int64
0
3.23B
Local_14
int64
0
3.23B
Src IP dec
int64
0
3.71B
Src Port
int64
0
65.5k
Dst IP dec
int64
16.9M
4.29B
Dst Port
int64
0
65.5k
Protocol
int64
0
17
Timestamp
stringlengths
7
7
Flow Duration
int64
1
120M
Total Fwd Packet
int64
0
220k
Total Bwd packets
int64
0
292k
Total Length of Fwd Packet
int64
0
12.9M
Total Length of Bwd Packet
int64
0
655M
Fwd Packet Length Max
int64
0
24.8k
Fwd Packet Length Min
int64
0
1.47k
Fwd Packet Length Mean
float64
0
5.78k
Fwd Packet Length Std
float64
0
7.12k
Bwd Packet Length Max
int64
0
19.5k
Bwd Packet Length Min
int64
0
1.98k
Bwd Packet Length Mean
float64
0
4.37k
Bwd Packet Length Std
float64
0
6.72k
Flow Bytes/s
float64
0
253M
Flow Packets/s
float64
0.03
3M
Flow IAT Mean
float64
0.5
69M
Flow IAT Std
float64
0
84.8M
Flow IAT Max
int64
1
120M
Flow IAT Min
int64
0
69M
Fwd IAT Total
int64
0
120M
Fwd IAT Mean
float64
0
120M
Fwd IAT Std
float64
0
83.2M
Fwd IAT Max
int64
0
120M
Fwd IAT Min
int64
0
120M
Bwd IAT Total
int64
0
120M
Bwd IAT Mean
float64
0
120M
Bwd IAT Std
float64
0
84.6M
Bwd IAT Max
int64
0
120M
Bwd IAT Min
int64
0
120M
Fwd PSH Flags
int64
0
5.52k
Bwd PSH Flags
int64
0
9.76k
Fwd URG Flags
int64
0
16
Bwd URG Flags
int64
0
2
Fwd RST Flags
int64
0
190
Bwd RST Flags
int64
0
12
Fwd Header Length
int64
-32,708
32.7k
Bwd Header Length
int64
-32,764
32.7k
Fwd Packets/s
float64
0
2M
Bwd Packets/s
float64
0
2M
Packet Length Min
int64
0
1.41k
Packet Length Max
int64
0
24.8k
Packet Length Mean
float64
0
2.13k
Packet Length Std
float64
0
4.69k
Packet Length Variance
float64
0
22M
FIN Flag Count
int64
0
60
SYN Flag Count
int64
0
52
RST Flag Count
int64
0
190
PSH Flag Count
int64
0
9.86k
ACK Flag Count
int64
0
512k
URG Flag Count
int64
0
16
CWR Flag Count
int64
0
23
ECE Flag Count
int64
0
14
Down/Up Ratio
float64
0
16.9
Average Packet Size
float64
0
2.13k
Fwd Segment Size Avg
float64
0
5.78k
Bwd Segment Size Avg
float64
0
4.37k
Fwd Bytes/Bulk Avg
int64
0
1.83M
Fwd Packet/Bulk Avg
int64
0
3.81k
Fwd Bulk Rate Avg
int64
0
974M
Bwd Bytes/Bulk Avg
int64
0
157M
Bwd Packet/Bulk Avg
int64
0
58.3k
Bwd Bulk Rate Avg
int64
0
1.37B
Subflow Fwd Packets
int64
0
1
Subflow Fwd Bytes
int64
0
1.78k
Subflow Bwd Packets
int64
0
1
Subflow Bwd Bytes
int64
0
2.09k
FWD Init Win Bytes
int64
0
65.5k
Bwd Init Win Bytes
int64
0
65.5k
Fwd Act Data Pkts
int64
0
9.13k
Fwd Seg Size Min
int64
0
44
Active Mean
float64
0
110M
Active Std
float64
0
74.2M
Active Max
int64
0
110M
Active Min
int64
0
110M
Idle Mean
float64
0
120M
Idle Std
float64
0
76.9M
Idle Max
int64
0
120M
Idle Min
int64
0
120M
ICMP Code
int64
-1
10
ICMP Type
int64
-1
11
Total TCP Flow Time
int64
0
30.3B
Label
stringclasses
27 values
Attempted Category
int64
-1
6
192.168.10.19-133.237.48.235-35849-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,099
35,849
2,246,914,283
443
6
50:31.7
724,752
9
11
780
1,845
421
0
86.666667
146.388183
1,493
0
167.727273
445.151006
3,621.928605
27.595647
38,144.84211
75,531.41015
181,077
1
543,672
67,959
93,520.12079
181,241
4
544,223
54,422.3
87,263.7464
181,475
1
4
3
0
0
0
0
296
360
12.418041
15.177606
0
1,493
131.25
339.159623
115,029.25
2
2
0
7
19
0
0
0
1.222222
131.25
86.666667
167.727273
0
0
0
0
0
0
0
39
0
92
29,200
5,160
4
32
0
0
0
0
0
0
0
0
-1
-1
724,752
BENIGN
-1
192.168.10.16-192.168.10.3-52283-53-17
2
0
0
0
0
3,232,238,083
0
0
0
0
0
0
0
0
3,232,238,096
3,232,238,096
52,283
3,232,238,083
53
17
53:34.4
31,651
2
2
70
220
35
35
35
0
110
110
110
0
9,162.427727
126.378314
10,550.33333
18,268.51722
31,645
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
16
16
63.189157
63.189157
35
110
72.5
43.30127
1,875
0
0
0
0
0
0
0
0
1
72.5
35
110
0
0
0
0
0
0
0
17
0
55
0
0
1
8
0
0
0
0
0
0
0
0
-1
-1
0
BENIGN
-1
192.168.10.5-162.208.20.178-56354-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,085
56,354
2,731,545,778
443
6
13:03.6
589,018
8
8
358
3,776
201
0
44.75
76.734701
1,460
0
472
643.064982
7,018.461235
27.163856
39,267.86667
50,552.14007
166,767
32
526,783
75,254.71429
53,391.14826
166,767
6,209
504,184
72,026.28571
103,470.3344
251,938
90
3
2
0
0
1
0
172
172
13.581928
13.581928
0
1,460
258.375
494.376088
244,407.7167
2
2
1
5
15
0
0
0
1
258.375
44.75
472
0
0
0
0
0
0
0
22
0
236
8,192
60
3
20
0
0
0
0
0
0
0
0
-1
-1
589,018
BENIGN
-1
192.168.10.15-23.52.144.56-52623-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,095
52,623
389,320,760
443
6
20:28.7
116,134,647
63
78
712
122,637
354
0
11.301587
52.396945
4,380
0
1,572.269231
1,111.720881
1,062.120592
1.214108
829,533.1929
2,727,313.888
10,002,202
0
116,134,647
1,873,139.468
3,878,969.557
10,026,310
4
116,110,601
1,507,929.883
3,555,541.053
10,026,497
0
4
5
0
0
1
1
1,272
1,704
0.542474
0.671634
0
4,380
874.815603
1,134.696659
1,287,536.509
1
2
2
9
140
0
0
0
1.238095
874.815603
11.301587
1,572.269231
0
0
0
61,182
30
2,144,366
0
5
0
869
8,192
980
15
20
51,737.41667
95,382.95272
354,618
24,095
9,624,132.75
1,305,391.12
10,002,202
5,478,960
-1
-1
116,134,647
BENIGN
-1
192.168.10.15-192.168.10.3-52916-53-17
2
0
0
0
0
0
0
0
0
0
0
3,232,238,083
0
0
3,232,238,095
3,232,238,095
52,916
3,232,238,083
53
17
15:44.8
30,824
2
2
134
296
67
67
67
0
148
148
148
0
13,950.1687
129.769011
10,274.66667
17,790.18253
30,817
3
4
4
0
4
4
3
3
0
3
3
0
0
0
0
0
0
16
16
64.884506
64.884506
67
148
107.5
46.765372
2,187
0
0
0
0
0
0
0
0
1
107.5
67
148
0
0
0
0
0
0
0
33
0
74
0
0
1
8
0
0
0
0
0
0
0
0
-1
-1
0
BENIGN
-1
192.168.10.5-162.208.22.34-60717-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,085
60,717
2,731,546,146
443
6
21:38.1
369,239
8
8
358
3,776
201
0
44.75
76.734701
1,460
0
472
643.064982
11,196.00042
43.332367
24,615.93333
43,983.91937
171,506
34
336,915
48,130.71429
56,920.27829
171,506
1,536
329,229
47,032.71429
78,237.87241
211,825
90
3
2
0
0
1
0
172
172
21.666184
21.666184
0
1,460
258.375
494.376088
244,407.7167
2
2
1
5
15
0
0
0
1
258.375
44.75
472
0
0
0
0
0
0
0
22
0
236
8,192
60
3
20
0
0
0
0
0
0
0
0
-1
-1
369,239
BENIGN
-1
192.168.10.12-192.168.10.3-47032-53-17
2
0
0
0
0
0
3,232,238,083
0
0
0
0
0
0
0
3,232,238,092
3,232,238,092
47,032
3,232,238,083
53
17
59:34.8
235
2
2
74
106
37
37
37
0
53
53
53
0
765,957.4468
17,021.2766
78.333333
130.481161
229
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
16
16
8,510.638298
8,510.638298
37
53
45
9.237604
85.333333
0
0
0
0
0
0
0
0
1
45
37
53
0
0
0
0
0
0
0
18
0
26
0
0
1
8
0
0
0
0
0
0
0
0
-1
-1
0
BENIGN
-1
192.168.10.8-192.168.10.3-52876-53-17
2
0
0
0
0
0
0
0
0
3,232,238,083
0
0
0
0
3,232,238,088
3,232,238,088
52,876
3,232,238,083
53
17
17:35.0
108,064
2
2
72
184
36
36
36
0
92
92
92
0
2,368.966538
37.015102
36,021.33333
62,386.44936
108,059
2
2
2
0
2
2
3
3
0
3
3
0
0
0
0
0
0
16
16
18.507551
18.507551
36
92
64
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
64
36
92
0
0
0
0
0
0
0
18
0
46
0
0
1
8
0
0
0
0
0
0
0
0
-1
-1
0
BENIGN
-1
192.168.10.16-23.50.75.27-53078-80-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,096
53,078
389,171,995
80
6
17:17.3
44,367,707
9
9
432
2,052
432
0
48
144
2,052
0
228
684
55.986666
0.4057
2,609,865.118
4,417,748.632
10,217,089
36
44,344,326
5,543,040.75
5,125,029.707
10,240,002
440
44,342,310
5,542,788.75
5,129,687.132
10,242,014
1,118
1
1
0
0
0
0
296
296
0.20285
0.20285
0
2,052
138
488.366786
238,502.1176
2
2
0
2
17
0
0
0
1
138
48
228
0
0
0
0
0
0
0
24
0
114
29,200
939
1
32
30,981.25
14,671.48019
52,947
22,907
10,206,442.75
19,814.19401
10,217,089
10,176,752
-1
-1
44,367,707
BENIGN
-1
192.168.10.8-172.217.9.230-55394-80-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,088
55,394
2,899,904,998
80
6
57:15.2
116,023,027
17
15
575
600
564
0
33.823529
136.624136
600
0
40
154.919334
10.1273
0.275807
3,742,678.29
4,784,504.526
9,994,336
0
116,023,027
7,251,439.188
4,377,145.709
10,030,872
36,824
115,986,196
8,284,728.286
3,642,236.093
10,031,453
15,131
1
1
0
0
0
0
352
444
0.146523
0.129285
0
600
36.71875
143.117645
20,482.66028
2
2
0
2
31
0
0
0
0.882353
36.71875
33.823529
40
0
0
0
0
0
0
0
17
0
18
8,192
344
12
20
96,268.5
206,128.793
750,815
36,508
9,569,248.167
1,409,769.683
9,994,336
5,096,367
-1
-1
116,023,027
BENIGN
-1
192.168.10.5-162.208.22.34-58337-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,085
58,337
2,731,546,146
443
6
16:48.5
166,255
8
8
358
3,776
201
0
44.75
76.734701
1,460
0
472
643.064982
24,865.41758
96.237707
11,083.66667
14,752.60139
40,132
17
151,285
21,612.14286
17,271.88688
44,542
811
126,424
18,060.57143
25,708.8169
66,000
55
3
2
0
0
1
0
172
172
48.118854
48.118854
0
1,460
258.375
494.376088
244,407.7167
2
2
1
5
15
0
0
0
1
258.375
44.75
472
0
0
0
0
0
0
0
22
0
236
8,192
60
3
20
0
0
0
0
0
0
0
0
-1
-1
166,255
BENIGN
-1
192.168.10.17-192.168.10.3-64582-53-17
2
0
0
0
3,232,238,083
0
0
0
0
0
0
0
0
0
3,232,238,097
3,232,238,097
64,582
3,232,238,083
53
17
07:05.9
107,264
2
2
64
250
32
32
32
0
125
125
125
0
2,927.356802
37.291169
35,754.66667
61,922.8371
107,257
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
0
0
16
16
18.645585
18.645585
32
125
78.5
53.693575
2,883
0
0
0
0
0
0
0
0
1
78.5
32
125
0
0
0
0
0
0
0
16
0
62
0
0
1
8
0
0
0
0
0
0
0
0
-1
-1
0
BENIGN
-1
192.168.10.12-192.82.243.71-52732-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,092
52,732
3,226,661,703
443
6
14:46.6
54,601,179
9
8
37
0
37
0
4.111111
12.333333
0
0
0
0
0.677641
0.311349
3,412,573.688
4,808,108.407
10,216,268
3
54,601,179
6,825,147.375
4,825,984.808
10,240,019
3
54,577,156
7,796,736.571
4,285,008.358
10,240,068
3
1
0
0
0
0
0
180
160
0.164832
0.146517
0
37
2.176471
8.973818
80.529412
2
0
0
1
17
0
0
0
0.888889
2.176471
4.111111
0
0
0
0
0
0
0
0
2
0
0
45,260
40,921
1
20
23,821.8
95.26122
23,949
23,733
10,216,184.4
88.956731
10,216,268
10,216,070
-1
-1
297,088,058
BENIGN
-1
192.168.10.14-178.255.83.1-58547-80-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,094
58,547
3,003,077,377
80
6
48:08.8
152,001
5
5
430
859
430
0
86
192.301846
859
0
171.8
384.156479
8,480.207367
65.789041
16,889
16,487.63177
41,177
4
123,827
30,956.75
6,967.250169
41,177
25,525
123,828
30,957
36,086.86622
69,656
4
1
1
0
0
0
0
112
112
32.89452
32.89452
0
859
128.9
289.948061
84,069.87778
2
2
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