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
192.168.10.50-192.168.10.3-56108-3268-6
2
3,232,238,083
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,130
3,232,238,130
56,108
3,232,238,083
3,268
6
59:50.3
112,740,690
32
16
6,448
1,152
403
0
201.5
204.724205
72
72
72
0
67.411331
0.425756
2,398,738.085
5,798,697.94
16,399,772
3
112,740,690
3,636,796.452
6,848,760.823
16,399,772
3
112,740,348
7,516,023.2
8,323,384.915
16,400,110
3
16
16
0
0
0
0
1,024
512
0.283837
0.141919
0
403
158.333333
177.341759
31,450.09929
0
0
0
32
48
0
0
0
0.5
158.333333
201.5
72
0
0
0
0
0
0
0
134
0
24
377
2,079
15
32
359.428571
11.998016
380
343
16,105,402.14
498,804.8203
16,399,772
15,375,229
-1
-1
112,740,690
BENIGN
-1
192.168.10.50-192.168.10.3-42144-389-6
2
3,232,238,083
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,130
3,232,238,130
42,144
3,232,238,083
389
6
59:50.3
112,740,560
32
16
6,448
5,056
403
0
201.5
204.724205
316
316
316
0
102.039585
0.425756
2,398,735.319
5,798,709.67
16,399,782
2
112,740,560
3,636,792.258
6,848,776.836
16,399,782
2
112,740,242
7,516,016.133
8,323,376.147
16,400,110
4
16
16
0
0
0
0
1,024
512
0.283838
0.141919
0
403
239.666667
174.984174
30,619.46099
0
0
0
32
48
0
0
0
0.5
239.666667
201.5
316
0
0
0
0
0
0
0
134
0
105
955
2,079
15
32
320.285714
15.744992
330
285
16,105,427.43
498,793.6656
16,399,782
15,375,263
-1
-1
112,740,560
BENIGN
-1
8.6.0.1-8.0.6.4-0-0-0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
134,610,945
0
134,219,268
0
0
00:31.4
113,757,377
545
0
0
0
0
0
0
0
0
0
0
0
0
4.790898
209,112.8254
1,395,543.434
20,757,030
0
113,757,377
209,112.8254
1,395,543.434
20,757,030
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.790898
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
9,361,828.6
7,324,645.883
18,851,791
19
12,210,358.4
6,935,824.002
20,757,030
5,504,997
-1
-1
0
BENIGN
-1
192.168.10.25-224.0.0.251-5353-5353-17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,105
5,353
3,758,096,635
5,353
17
00:42.9
91,997,219
388
0
37,151
0
227
37
95.75
55.78532
0
0
0
0
403.827424
4.217519
237,718.9121
1,511,621.937
19,776,791
0
91,997,219
237,718.9121
1,511,621.937
19,776,791
0
0
0
0
0
0
0
0
0
0
0
0
3,104
0
4.217519
0
37
227
95.75
55.78532
3,112.001938
0
0
0
0
0
0
0
0
0
95.75
95.75
0
1,857
19
9,453
0
0
0
1
95
0
0
0
0
387
8
9,801,663.75
11,527,818.05
24,721,964
16
13,197,637
5,826,904.514
19,776,791
5,817,470
-1
-1
0
BENIGN
-1
192.168.10.25-17.253.14.125-123-123-17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,105
123
301,796,989
123
17
00:42.4
66,966,070
6
6
288
288
48
48
48
0
48
48
48
0
8.601371
0.179195
6,087,824.545
19,538,234.76
64,974,431
191
66,942,603
13,388,520.6
28,861,551.3
64,997,739
23,560
66,942,654
13,388,530.8
28,861,632.54
64,997,898
23,604
0
0
0
0
0
0
48
48
0.089598
0.089598
48
48
48
0
0
0
0
0
0
0
0
0
0
1
48
48
48
0
0
0
0
0
0
0
24
0
24
0
0
5
8
1,968,172
0
1,968,172
1,968,172
64,974,431
0
64,974,431
64,974,431
-1
-1
0
BENIGN
-1
192.168.10.5-192.168.10.3-123-123-17
2
0
0
0
0
0
0
0
3,232,238,083
0
0
0
0
0
3,232,238,085
3,232,238,085
123
3,232,238,083
123
17
00:53.3
66,137,889
6
6
288
288
48
48
48
0
48
48
48
0
8.709077
0.181439
6,012,535.364
19,448,755.1
64,637,028
3
66,137,817
13,227,563.4
28,746,151.47
64,637,102
4
66,137,770
13,227,554
28,746,155.19
64,637,100
3
0
0
0
0
0
0
48
48
0.09072
0.09072
48
48
48
0
0
0
0
0
0
0
0
0
0
1
48
48
48
0
0
0
0
0
0
0
24
0
24
0
0
5
8
1,500,785
0
1,500,785
1,500,785
64,637,028
0
64,637,028
64,637,028
-1
-1
0
BENIGN
-1
192.168.10.5-192.168.10.3-49159-445-6
2
0
0
0
0
0
0
0
3,232,238,083
0
0
0
0
0
3,232,238,085
3,232,238,085
49,159
3,232,238,083
445
6
00:50.2
106,176,490
124
115
34,190
46,138
3,072
0
275.725807
457.272834
3,254
0
401.2
540.016182
756.551662
2.250969
446,119.7059
3,421,781.895
30,004,236
1
106,176,446
863,223.1382
4,731,005.772
30,004,280
1
106,176,479
931,372.6228
4,913,672.074
30,008,565
1
98
98
0
0
0
0
2,504
2,396
1.167867
1.083102
0
3,254
336.100418
501.689823
251,692.6789
0
4
0
196
237
0
0
0
0.927419
336.100418
275.725807
401.2
0
0
0
15,268
7
58,949,806
0
143
0
193
8,192
2,053
106
20
215,205
425,384.8195
974,787
43
21,020,083.6
12,378,161.35
30,004,236
5,349,458
-1
-1
106,176,490
BENIGN
-1
192.168.10.5-134.170.115.55-49176-443-6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3,232,238,085
49,176
2,259,317,559
443
6
00:55.3
79,593,267
10
9
1,602
5,307
421
0
160.2
187.822493
2,920
0
589.666667
921.601053
86.803825
0.238714
4,421,848.167
13,697,441.85
54,080,751
72
79,593,267
8,843,696.333
18,868,591.1
54,145,439
17,008
79,512,097
9,939,012.125
19,825,146.62
54,080,751
195
5
5
0
0
0
0
212
192
0.125639
0.113075
0
2,920
363.631579
666.081177
443,664.1345
0
2
0
10
18
0
0
0
0.9
363.631579
160.2
589.666667
0
0
0
0
0
0
0
84
0
279
8,192
251
5
20
111,508
39,316.55125
139,309
83,707
39,456,963
20,681,159.32
54,080,751
24,833,175
-1
-1
79,593,267
BENIGN
-1
192.168.10.9-192.168.10.3-123-123-17
2
0
0
0
0
0
0
3,232,238,083
0
0
0
0
0
0
3,232,238,089
3,232,238,089
123
3,232,238,083
123
17
01:07.2
64,318,195
4
4
192
192
48
48
48
0
48
48
48
0
5.970317
0.124382
9,188,313.571
24,309,909.78
64,318,007
3
64,318,111
21,439,370.33
37,134,073.5
64,318,105
3
64,318,097
21,439,365.67
37,134,027.32
64,318,047
3
0
0
0
0
0
0
32
32
0.062191
0.062191
48
48
48
0
0
0
0
0
0
0
0
0
0
1
48
48
48
0
0
0
0
0
0
0
24
0
24
0
0
3
8
101
0
101
101
64,318,007
0
64,318,007
64,318,007
-1
-1
0
BENIGN
-1
192.168.10.14-192.168.10.3-49414-445-6
2
0
0
0
0
0
0
0
0
0
3,232,238,083
0
0
0
3,232,238,094
3,232,238,094
49,414
3,232,238,083
445
6
00:48.9
116,933,759
206
190
42,254
54,958
3,085
0
205.116505
365.897581
3,254
0
289.252632
466.756521
831.34247
3.386533
296,034.8329
2,702,330.49
30,000,694
0
116,933,718
570,408.3805
3,734,537.584
30,000,727
0
116,933,741
618,697.0423
3,890,334.081
30,005,472
1
174
174
0
0
0
0
4,144
3,896
1.761681
1.624852
0
3,254
245.484849
418.923065
175,496.5339
0
4
0
348
394
0
0
0
0.92233
245.484849
205.116505
289.252632
0
0
0
15,268
6
52,830,449
0
106
0
138
8,192
2,047
182
20
404,153.3333
890,020.3235
2,219,566
36
19,084,799.17
12,040,258.27
30,000,694
5,323,604
-1
-1
116,933,759
BENIGN
-1
192.168.10.14-192.168.10.3-123-123-17
2
0
0
0
0
0
0
0
0
0
3,232,238,083
0
0
0
3,232,238,094
3,232,238,094
123
3,232,238,083
123
17
00:57.9
81,488,902
8
8
384
384
48
48
48
0
48
48
48
0
9.424596
0.196346
5,432,593.467
16,687,370.4
63,999,756
3
81,488,823
11,641,260.43
23,778,955.28
63,999,831
3
81,488,804
11,641,257.71
23,778,958.7
63,999,835
3
0
0
0
0
0
0
64
64
0.098173
0.098173
48
48
48
0
0
0
0
0
0
0
0
0
0
1
48
48
48
0
0
0
0
0
0
0
24
0
24
0
0
7
8
974,633.5
1,378,229.605
1,949,189
78
39,769,776.5
34,266,365.62
63,999,756
15,539,797
-1
-1
0
BENIGN
-1
192.168.10.25-192.168.10.3-49155-389-6
2
0
0
0
0
0
0
0
0
0
0
0
3,232,238,083
0
3,232,238,105
3,232,238,105
49,155
3,232,238,083
389
6
01:11.9
41,092,854
380
242
52,116
248,334
1,448
0
137.147368
214.773979
2,910
0
1,026.173554
1,047.275752
7,311.490217
15.136452
66,172.06763
1,174,110.733
27,707,015
0
41,092,854
108,424.4169
1,502,164.303
27,707,015
1
41,092,676
170,509.029
1,882,409.559
27,707,302
1
174
174
0
0
0
0
12,184
7,760
9.24735
5.889102
0
2,910
483.038585
801.227339
641,965.2481
0
4
0
348
620
0
0
0
0.636842
483.038585
137.147368
1,026.173554
7,176
6
117,639,344
85,826
33
110,671,824
0
83
0
399
65,535
2,081
178
32
2,094,872.5
1,991,124.307
3,502,810
686,935
18,441,977.5
13,102,741.69
27,707,015
9,176,940
-1
-1
41,092,854
BENIGN
-1
192.168.10.25-192.168.10.3-49157-3268-6
2
0
0
0
0
0
0
0
0
0
0
0
3,232,238,083
0
3,232,238,105
3,232,238,105
49,157
3,232,238,083
3,268
6
01:12.4
40,573,678
108
55
13,988
13,706
1,305
0
129.518519
209.674224
2,910
0
249.2
450.760074
682.560748
4.017383
250,454.8025
2,294,649.931
27,715,039
1
40,573,678
379,193.2523
2,819,254.814
27,715,039
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40,573,516
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