Datasets:
shivamjaisingh
/
SIMARGL2021-Intrusion-Detection-Systems

Dataset card Viewer Files Community
1
BIFLOW_DIRECTION
int64
1
1
DIRECTION
int64
0
1
DST_TO_SRC_SECOND_BYTES
stringlengths
1
1.08k
FIREWALL_EVENT
int64
0
0
FIRST_SWITCHED
int64
1.62B
1.62B
FLOW_ACTIVE_TIMEOUT
int64
120
120
FLOW_DURATION_MICROSECONDS
int64
0
120M
FLOW_DURATION_MILLISECONDS
int64
0
120k
FLOW_END_MILLISECONDS
int64
1,617B
1,622B
FLOW_END_SEC
int64
1.62B
1.62B
FLOW_ID
int64
1.37M
85.9M
FLOW_INACTIVE_TIMEOUT
int64
30
30
FLOW_START_MILLISECONDS
int64
1,617B
1,622B
FLOW_START_SEC
int64
1.62B
1.62B
FRAME_LENGTH
int64
0
0
IN_BYTES
int64
28
2.91B
IN_PKTS
int64
1
2.09M
IPV4_DST_ADDR
stringlengths
7
15
IPV4_SRC_ADDR
stringlengths
7
15
L4_DST_PORT
int64
0
65.5k
L4_SRC_PORT
int64
0
65.5k
LAST_SWITCHED
int64
1.62B
1.62B
MAX_IP_PKT_LEN
int64
0
0
MIN_IP_PKT_LEN
int64
0
0
OOORDER_IN_PKTS
int64
0
99
OOORDER_OUT_PKTS
int64
0
850
OUT_BYTES
int64
0
4.07B
OUT_PKTS
int64
0
5.63M
PROTOCOL
int64
1
58
PROTOCOL_MAP
stringclasses
5 values
RETRANSMITTED_IN_BYTES
int64
0
18.8M
RETRANSMITTED_IN_PKTS
int64
0
13.2k
RETRANSMITTED_OUT_BYTES
int64
0
73.4M
RETRANSMITTED_OUT_PKTS
int64
0
48.9k
SRC_TO_DST_SECOND_BYTES
stringlengths
2
948
TCP_FLAGS
int64
0
247
TCP_WIN_MAX_IN
int64
0
65.5k
TCP_WIN_MAX_OUT
int64
0
65.5k
TCP_WIN_MIN_IN
int64
0
65.5k
TCP_WIN_MIN_OUT
int64
0
65.5k
TCP_WIN_MSS_IN
int64
0
8.97k
TCP_WIN_MSS_OUT
int64
0
65.5k
TCP_WIN_SCALE_IN
int64
0
14
TCP_WIN_SCALE_OUT
int64
0
14
SRC_TOS
int64
0
253
DST_TOS
int64
0
253
L7_PROTO_NAME
stringclasses
508 values
SAMPLING_INTERVAL
int64
1
1
TOTAL_FLOWS_EXP
int64
1.37M
85.9M
LABEL
stringclasses
8 values
1
0
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0
1,622,458,794
120
115,026,499
115,026
1,622,458,910,015
1,622,458,910
33,792,022
30
1,622,458,794,988
1,622,458,794
0
4,265
64
172.253.120.189
10.114.225.202
443
53,630
1,622,458,910
0
0
0
0
4,024
67
17
udp
0
0
0
0
61,183,244,61,61,61,,,,61,,,,,,61,,,,,,,,,,,,122,244,122,61,,61,,,61,,,,,,61,,,,,,,,,,,,183,244,61,61,61,,,,61,,,,,,61,,,,,,,,,,,,,666,244,122,61,61,,,,61,,,,,,61,,,,,,,,,,,,,61,183,244,61,61,61,,,61,
0
0
0
0
0
0
0
0
0
0
0
Google
1
33,792,022
Normal flow
1
0
40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40
0
1,622,458,795
120
90,076,237
90,076
1,622,458,885,423
1,622,458,885
33,792,063
30
1,622,458,795,347
1,622,458,795
0
300
4
52.111.243.8
10.114.225.202
443
63,893
1,622,458,885
0
0
0
0
160
4
6
tcp
0
0
0
0
75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75
24
1,022
1,023
1,022
1,023
0
0
0
0
0
0
TLS.Microsoft365
1
33,792,063
Normal flow
1
0
108,,,,,,,,,,108,,,,,,,,,,108,,,,,,,,,,,108,,,,,,,,,110,108,,,,,,,,,,108,,,,,,,,,,,108,,,,,,,,,,108,,,,,,,,,,,108,,,,,,,,,,,108,,,,,,,,,,108,,,110,,,,,,,108
0
1,622,458,795
120
114,378,482
114,378
1,622,458,909,932
1,622,458,909
33,792,064
30
1,622,458,795,553
1,622,458,795
0
1,629
28
185.60.218.19
10.114.225.202
443
58,462
1,622,458,909
0
0
0
0
1,516
28
6
tcp
0
0
0
0
112,,,,,,,,,,112,,,,,,,,,,112,,,,,,,,,,,112,,,,,,,,,151,112,,,,,,,,,,112,,,,,,,,,,,112,,,,,,,,,,112,,,,,,,,,,,112,,,,,,,,,,,112,,,,,,,,,,112,,,134,,,,,,,112
24
16,383
933
16,383
933
0
0
0
0
0
0
TLS.Facebook
1
33,792,064
Normal flow
1
0
52,,,,,52,,,,,,,,,,,,,,,,,,,,,,,,,,52,,,,,52,,,,,,,,,,,,,,,,,,,,,,,,,,52,,,,,52,,,,,,,,,,,,,,,,,,,,,,,,,,52,,,,,52
0
1,622,458,796
120
98,031,369
98,031
1,622,458,894,322
1,622,458,894
33,792,117
30
1,622,458,796,290
1,622,458,796
0
608
8
10.114.225.206
188.172.235.140
41,414
80
1,622,458,894
0
0
0
0
416
8
6
tcp
0
0
0
0
76,,,,,76,,,,,,,,,,,,,,,,,,,,,,,,,,76,,,,,76,,,,,,,,,,,,,,,,,,,,,,,,,,76,,,,,76,,,,,,,,,,,,,,,,,,,,,,,,,,76,,,,,76
24
1,027
931
1,027
931
0
0
0
0
0
0
HTTP.TeamViewer
1
33,792,117
Normal flow
1
0
52,,,,912,,,,,,,,872,,,,,,,397,,,,,1446,574,,,,,876,576,576,,,,,872,,,,,,,,872,,,574,52,,,,,912,,,,,52,,,,,912,,,,,,,,872,,,,52,,,574,,,,,912,,,,,,,,872,,,1795,1438,,,,52,,,,,,,,,,357,1438,,,,,1648,
0
1,622,458,797
120
117,790,910
117,790
1,622,458,914,977
1,622,458,914
33,792,155
30
1,622,458,797,186
1,622,458,797
0
7,509
52
92.123.102.64
10.114.225.212
80
51,101
1,622,458,914
0
0
0
0
20,537
59
6
tcp
1,260
4
10,147
21
407,,,,315,,,,92,,,,315,,,,92,,,355,,,,,315,,196,,,,315,,,92,,,,367,,,,92,,,,315,,,,315,92,,,,315,,,,,315,92,,,,315,,,,92,,,,315,,,,315,,,,92,,,,315,52,,,92,,,,315,,40,367,,,,,315,,,,,,,,,,,40,,,40,,315,92
24
513
1,141
511
1,024
0
0
0
0
0
0
HTTP
1
33,792,155
Normal flow
1
0
40,,,,,,,,,,40,,,,,,,,,,,40,,,,,,,,,,40,,,,,,,,,,,959,,,,,,,,,,40,,,,,,,,,,,40,,,,,,,,,,,40,,,,,,,,,,40,,,,,,,,,,787,,,,,,,,,,40,,,,,,,,,,,40
0
1,622,458,797
120
114,818,900
114,818
1,622,458,912,246
1,622,458,912
33,792,156
30
1,622,458,797,427
1,622,458,797
0
4,236
24
10.114.225.201
142.250.185.234
55,452
443
1,622,458,912
0
0
0
0
2,146
18
6
tcp
0
0
0
0
282,,,,,,,,,,282,,,,,,,,,,,282,,,,,,,,,,282,,,,,,,,,,,708,,,,,,,,,,282,,,,,,,,,,,282,,,,,,,,,,,282,,,,,,,,,,282,,,,,,,,,,708,,,,,,,,,,282,,,,,,,,,,,282
24
1,050
513
1,050
508
0
0
0
0
0
0
TLS.Google
1
33,792,156
Normal flow
1
0
,,,,,,,709,,,,,,,,,,,,,,,,,,56,,,,,,,,,,,,,99,,,,,,,,,,,,,,,,,56,,,,,,,,,,,,,705,,,,,,,,,,,,,,,,,56,,,,,,,,,,,,,99,,,,,,,,,,,,,,,,,,56
0
1,622,458,797
120
114,419,865
114,419
1,622,458,912,162
1,622,458,912
33,792,157
30
1,622,458,797,742
1,622,458,797
0
2,372
14
35.222.83.92
10.114.225.206
21,005
23,767
1,622,458,912
0
0
0
0
1,836
8
17
udp
0
0
0
0
255,,,,,,172,,,,,,,,,,,,,,,,,,65,,,,,,255,119,,,,,,255,,,,,,,,,,,,,,,,,65,,,,,,255,,,,,,172,,,,,,,,,,,,,,,,,,65,,,,,,255,,119,,,,,255,,,,,,,,,,,,,,,,,,65
0
0
0
0
0
0
0
0
0
0
0
Unknown
1
33,792,157
Normal flow
1
0
52,,,,,,,1635,,,,,,,,,,52,,,,,,,,,,52,,,,,,,1144,,,,,,,,,,52,,,,,,,,,,52,,,,,,,524,,,,,,,,,,52,,,,,,,,,,52,,,,,,,,524,,,,,,,,,,52,,,,,151
0
1,622,458,798
120
104,262,046
104,262
1,622,458,902,352
1,622,458,902
33,792,158
30
1,622,458,798,090
1,622,458,798
0
7,471
20
10.114.13.5
10.114.225.212
443
52,792
1,622,458,902
0
0
0
0
4,394
20
6
tcp
123
3
0
0
41,,,,,,,1778,,,,,,,,,,41,,,,,,,,,,41,,,,,,,1738,,,,,,,,,,41,,,,,,,,,,41,,,,,,,1738,,,,,,,,,,41,,,,,,,,,,41,,,,,,,,1738,,,,,,,,,,41,,,,,151
29
1,026
597
1,024
493
0
0
0
0
0
0
TLS
1
33,792,158
Normal flow
1
0
612,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1236,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,593,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,645
0
1,622,458,799
120
90,045,366
90,045
1,622,458,889,634
1,622,458,889
33,792,243
30
1,622,458,799,589
1,622,458,799
0
4,881
17
13.107.6.171
10.114.225.205
443
35,754
1,622,458,889
0
0
0
0
3,086
16
6
tcp
0
0
0
0
891,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,891,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,891,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2208
24
501
2,053
501
2,052
0
0
0
0
0
0
TLS.Microsoft365
1
33,792,243
Normal flow
1
0
2822,64995,5036,6186,116250,7597,8299,62399,2785,27521,152488,228341,7560,78040,9499,4133,2906,3405,3316,11023,5012,13750,7459,142615,65262,38847,49254,20917,10780,5212,6574,5284,3939,3858,5789,2666,7553,6620,4066,11975,11415,9697,16378,3742,8474,99964,74399,6717,124899,13293,16619,8535,14627,20628,8525,175441,8986,7315,5225,40036,87913,13179,14423,10028,10362,35808,18901,9475,11062,12425,62273,11633,44826,8558,16881,40296,65673,96061,172159,132432,3642,3507,2984,3118,2980,2959,2944,5046,3471,3211,3599,2957,66862,72971,5326,67732,68888,70868,68943,4663,3258,69966,5255,68856,135266,58866,5989,7685,23069,7104,23239,71244,44560,44373,70985,41569,6193,5035,4163,13081
0
1,622,458,800
120
119,940,503
119,940
1,622,458,919,942
1,622,458,919
33,792,285
30
1,622,458,800,001
1,622,458,800
0
19,884
151
82.77.79.99
10.114.225.212
50,040
50,041
1,622,458,919
0
0
0
0
3,947,743
4,893
17
udp
0
0
0
0
132,282,132,108,132,282,132,108,132,108,132,282,132,132,414,132,,132,240,414,108,306,108,132,108,306,108,132,414,132,132,,108,108,306,132,132,108,132,282,132,132,132,282,132,306,132,132,,414,132,108,132,282,132,240,108,132,108,306,108,306,132,132,108,306,,132,108,132,240,414,108,132,240,240,282,132,132,,108,306,108,132,108,132,132,282,108,132,108,132,282,132,108,132,132,,282,132,108,132,108,132,306,108,306,132,108,306,108,132,108,132,282,132,174,108,132,132
0
0
0
0
0
0
0
0
0
0
0
STUN.SkypeCall
1
33,792,285
Normal flow
1
0
6464,2600,,,,,5576,,,,,132,8224,,196,,,8344,,,,,5840,,,,,,6236,,,,,6120,,,,,6384,,,,,396,6864,2600,,,,,5872,,20940,4212,,,6300,,,,,5972,,,,,1052,4656,,,,,5840,,,,,6532,,,,,,6660,,,,,264,5180,,,,,5444,,,,,5708,,,116,,,5936,,,,,1084,7948,,21072,,,5840,
0
1,622,458,800
120
116,594,487
116,594
1,622,458,917,065
1,622,458,917
33,792,286
30
1,622,458,800,470
1,622,458,800
0
183,167
623
10.114.225.205
185.246.210.123
36,472
443
1,622,458,917
0
0
0
0
192,604
479
17
udp
0
0
0
0
5613,274,,,,,5855,,,,,2900,3261,,129,,,12358,145,,,,5726,,,,,,5710,,,,,5726,,,,,6113,,,,,4535,2617,419,,,,,5903,,22667,822,,,6032,,,,,5726,,,,,4952,774,,,,,5726,,,,,5597,129,,,,,5742,,,,,4535,1062,,,,,5597,,,,,5855,,,113,,,5774,,,,,4807,1193,,23183,129,,5339,129
0
0
0
0
0
0
0
0
0
40
0
Unknown
1
33,792,286
Normal flow