Datasets:
shivamjaisingh
/
SIMARGL2021-Intrusion-Detection-Systems

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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
213
0
1,616,660,048
120
179
0
1,616,660,048,292
1,616,660,048
2,293,844
30
1,616,660,048,292
1,616,660,048
0
96
1
10.114.226.5
74.125.73.72
53
44,748
1,616,660,048
0
0
0
0
213
1
17
udp
0
0
0
0
96
0
0
0
0
0
0
0
0
0
0
0
DNS.Google
1
2,293,844
Normal flow
1
0
40
0
1,616,660,048
120
979
0
1,616,660,048,297
1,616,660,048
2,293,845
30
1,616,660,048,296
1,616,660,048
0
189
2
10.114.224.65
10.114.241.165
443
6,477
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
502
0
502
0
0
0
0
0
0
0
TLS
1
2,293,845
Normal flow
1
0
40
0
1,616,660,048
120
1,257
1
1,616,660,048,304
1,616,660,048
2,293,846
30
1,616,660,048,302
1,616,660,048
0
189
2
10.114.224.65
10.114.241.165
443
9,127
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
613
0
613
0
0
0
0
0
0
0
TLS
1
2,293,846
Normal flow
1
0
40
0
1,616,660,048
120
1,505
1
1,616,660,048,321
1,616,660,048
2,293,847
30
1,616,660,048,320
1,616,660,048
0
189
2
10.114.224.65
10.114.241.165
443
31,907
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
3,559
0
3,559
0
0
0
0
0
0
0
TLS
1
2,293,847
Normal flow
1
0
,,,,
0
1,616,660,045
120
2,999,611
2,999
1,616,660,048,328
1,616,660,048
2,293,848
30
1,616,660,045,328
1,616,660,045
0
104
2
10.114.226.5
202.179.91.28
8,291
61,728
1,616,660,048
0
0
0
0
0
0
6
tcp
52
1
0
0
52,,,52
2
8,192
0
8,192
0
1,440
0
8
0
40
0
Unknown
1
2,293,848
Normal flow
1
0
200
0
1,616,660,048
120
56,161
56
1,616,660,048,331
1,616,660,048
2,293,849
30
1,616,660,048,275
1,616,660,048
0
352
4
10.114.224.222
10.114.241.99
22
51,870
1,616,660,048
0
0
0
0
200
2
6
tcp
0
0
0
0
352
24
1,424
501
1,424
501
0
0
0
0
16
0
SSH
1
2,293,849
Normal flow
1
0
40
0
1,616,660,048
120
36,703
36
1,616,660,048,332
1,616,660,048
2,293,850
30
1,616,660,048,295
1,616,660,048
0
80
2
10.114.224.113
194.147.140.42
2,094
42,711
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
80
22
1,200
0
1,024
0
0
0
0
0
164
164
Unknown
1
2,293,850
Normal flow
1
0
116
0
1,616,660,048
120
237
0
1,616,660,048,406
1,616,660,048
2,293,852
30
1,616,660,048,406
1,616,660,048
0
72
1
10.114.226.5
10.114.227.186
53
57,175
1,616,660,048
0
0
0
0
116
1
17
udp
0
0
0
0
72
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,852
Normal flow
1
0
134
0
1,616,660,048
120
215
0
1,616,660,048,407
1,616,660,048
2,293,853
30
1,616,660,048,406
1,616,660,048
0
76
1
10.114.226.5
10.114.227.186
53
47,276
1,616,660,048
0
0
0
0
134
1
17
udp
0
0
0
0
76
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,853
Normal flow
1
0
152
0
1,616,660,048
120
137
0
1,616,660,048,407
1,616,660,048
2,293,854
30
1,616,660,048,407
1,616,660,048
0
87
1
10.114.226.5
10.114.227.186
53
58,215
1,616,660,048
0
0
0
0
152
1
17
udp
0
0
0
0
87
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,854
Normal flow
1
0
303
0
1,616,660,048
120
257,031
257
1,616,660,048,425
1,616,660,048
2,293,855
30
1,616,660,048,168
1,616,660,048
0
132
1
213.163.115.11
10.114.225.212
2,973
6,881
1,616,660,048
0
0
0
0
303
1
17
udp
0
0
0
0
132
0
0
0
0
0
0
0
0
0
0
164
BitTorrent
1
2,293,855
Normal flow
1
0
28434
0
1,616,660,048
120
165,265
165
1,616,660,048,448
1,616,660,048
2,293,856
30
1,616,660,048,282
1,616,660,048
0
1,781
21
10.114.224.65
10.114.241.165
443
48,670
1,616,660,048
0
0
0
0
28,434
26
6
tcp
0
0
17,160
12
1781
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,856
Normal flow
1
0
28434
0
1,616,660,048
120
157,508
157
1,616,660,048,454
1,616,660,048
2,293,857
30
1,616,660,048,296
1,616,660,048
0
1,305
14
10.114.224.65
10.114.241.165
443
54,586
1,616,660,048
0
0
0
0
28,434
26
6
tcp
0
0
0
0
1305
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,857
Normal flow
1
0
104
0
1,616,660,048
120
46,041
46
1,616,660,048,478
1,616,660,048
2,293,858
30
1,616,660,048,432
1,616,660,048
0
189
2
10.114.241.165
10.114.224.65
29,785
443
1,616,660,048
0
0
0
0
104
2
6
tcp
0
0
0
0
189
25
122
502
122
502
0
0
0
0
0
0
TLS
1
2,293,858
Normal flow
1
0
40
0
1,616,660,048
120
1,083
1
1,616,660,048,486
1,616,660,048
2,293,859
30
1,616,660,048,485
1,616,660,048
0
48
1
10.114.224.157
202.179.91.28
8,728
61,919
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
48
22
8,192
0
8,192
0
1,440
0
0
0
40
40
Unknown
1
2,293,859
Normal flow
1
0
175
0
1,616,660,048
120
209
0
1,616,660,048,506
1,616,660,048
2,293,860
30
1,616,660,048,506
1,616,660,048
0
119
1
10.114.226.5
82.76.252.34
53
50,245
1,616,660,048
0
0
0
0
175
1
17
udp
0
0
0
0
119
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,860
Normal flow
1
0
175
0
1,616,660,048
120
160
0
1,616,660,048,516
1,616,660,048
2,293,861
30
1,616,660,048,516
1,616,660,048
0
119
1
10.114.226.5
82.76.253.25
53
44,806
1,616,660,048
0
0
0
0
175
1
17
udp
0
0
0
0
119
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,861
Normal flow
1
0
228
0
1,616,660,048
120
123,149
123
1,616,660,048,520
1,616,660,048
2,293,862
30
1,616,660,048,397
1,616,660,048
0
421
2
10.114.225.221
52.113.205.235
61,284
443
1,616,660,048
0
0
0
0
228
1
6
tcp
0
0
0
0
421
24
2,049
1,029
2,049
1,029
0
0
0
0
164
0
TLS.Skype
1
2,293,862
Normal flow
1
0
40
0
1,616,660,048
120
2,508
2
1,616,660,048,525
1,616,660,048
2,293,863
30
1,616,660,048,522
1,616,660,048
0
60
1
10.114.224.101
10.114.241.51
11,211
38,940
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
60
22
29,200
0
29,200
0
1,460
0
7
0
0
0
Memcached
1
2,293,863
Normal flow
1
0
92
0
1,616,660,048
120
361,970
361
1,616,660,048,527
1,616,660,048
2,293,864
30
1,616,660,048,165
1,616,660,048
0
132
3
10.114.226.5
169.45.119.36
53
21,942
1,616,660,048
0
0
0
0
92
2
6
tcp
0
0
0
0
132
19
8,188
64,240
8,188
64,240
1,460
1,460
8
7
164
0
DNS
1
2,293,864
Normal flow
1
0
93
0
1,616,660,048
120
1,355
1
1,616,660,048,574
1,616,660,048
2,293,865
30
1,616,660,048,572
1,616,660,048
0
77
1
1.1.1.1
10.114.225.206
53
41,535
1,616,660,048
0
0
0
0
93
1
17
udp
0
0
0
0
77
0
0
0
0
0
0
0
0
0
0
0
DNS.Google
1
2,293,865
Normal flow
1
0
40
0
1,616,660,048
120
78,241
78
1,616,660,048,585
1,616,660,048
2,293,866
30
1,616,660,048,507
1,616,660,048
0
80
2
10.114.225.221
45.146.164.170
30,300
47,542
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
80
22
1,200
0
1,024
0
0
0
0
0
0
0
Unknown
1
2,293,866
Normal flow
1
0
40
0
1,616,660,048
120
891
0
1,616,660,048,632
1,616,660,048
2,293,867
30
1,616,660,048,631
1,616,660,048
0
52
1
10.114.224.157
202.179.91.28
8,291
62,063
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
52
22
8,192
0
8,192
0
1,440
0
8
0
40
40
Unknown
1
2,293,867
Normal flow
1
0
2427
0
1,616,660,048
120
89,753
89
1,616,660,048,666
1,616,660,048
2,293,868
30
1,616,660,048,576
1,616,660,048
0
2,583
10
142.250.185.170
10.114.225.205
443
33,185
1,616,660,048
0
0
0
0
2,427
11
17
udp
0
0
0
0
2583
0
0
0
0
0
0
0
0
0
0
0
QUIC.Google
1
2,293,868
Normal flow
1
0
30591
0
1,616,660,048
120
403,949
403
1,616,660,048,724
1,616,660,048
2,293,870
30
1,616,660,048,320
1,616,660,048
0
2,142
21
10.114.224.65
10.114.241.165
443
15,874
1,616,660,048
0
0
0
0
30,591
28
6
tcp
0
0
17,160
12
2142
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,870
Normal flow
1
0
8029,67210,170808
0
1,616,660,046
120
2,398,676
2,398
1,616,660,048,752
1,616,660,048
2,293,871
30
1,616,660,046,353
1,616,660,046
0
7,831
111
10.114.224.65
10.114.241.165
443
17,925
1,616,660,048
0
0
0
0
246,047
181
6
tcp
0
0
52,263
37
2175,1340,4316
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,871
Normal flow
1
0
143
0
1,616,660,048
120
56,322
56
1,616,660,048,805
1,616,660,048
2,293,872
30
1,616,660,048,749
1,616,660,048
0
136
2
54.192.233.123
10.114.225.205
443
54,156
1,616,660,048
0
0
0
0
143
2
6
tcp
0
0
0
0
136
24
501
319
501
319
0
0
0
0
0
0
TLS.Amazon
1
2,293,872
Normal flow
1
0
40
0
1,616,660,048
120
1,511
1
1,616,660,048,842
1,616,660,048
2,293,873
30
1,616,660,048,840
1,616,660,048
0
189
2
10.114.224.65
10.114.241.165
443
31,994
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
6,306
0
6,306
0
0
0
0
0
0
0
TLS
1
2,293,873
Normal flow
1
0
40
0
1,616,660,048
120
1,211
1
1,616,660,048,875
1,616,660,048
2,293,874
30
1,616,660,048,874
1,616,660,048
0
189
2
10.114.224.65
10.114.241.165
443
32,565
1,616,660,048
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
3,602
0
3,602
0
0
0
0
0
0
0
TLS
1
2,293,874
Normal flow
1
0
,,52
0
1,616,660,048
120
27,998
27
1,616,660,049,005
1,616,660,049
2,293,875
30
1,616,660,048,977
1,616,660,048
0
52
1
34.117.212.38
10.114.225.206
443
56,952
1,616,660,049
0
0
0
0
52
1
6
tcp
0
0
0
0
52,
16
246
270
246
270
0
0
0
0
0
0
TLS
1
2,293,875
Normal flow
1
0
40
0
1,616,660,049
120
886
0
1,616,660,049,024
1,616,660,049
2,293,876
30
1,616,660,049,023
1,616,660,049
0
189
2
10.114.224.65
10.114.241.165
443
45,347
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
502
0
502
0
0
0
0
0
0
0
TLS
1
2,293,876
Normal flow
1
0
,,181
0
1,616,660,048
120
197,628
197
1,616,660,049,024
1,616,660,049
2,293,877
30
1,616,660,048,827
1,616,660,048
0
94
1
44.226.22.232
10.114.225.204
9,930
53,302
1,616,660,049
0
0
0
0
181
1
17
udp
0
0
0
0
94,
0
0
0
0
0
0
0
0
0
0
40
Unknown
1
2,293,877
Normal flow
1
0
,
0
1,616,660,049
120
0
0
1,616,660,049,040
1,616,660,049
2,293,878
30
1,616,660,049,040
1,616,660,049
0
68
1
10.114.226.23
68.84.195.242
111
45,933
1,616,660,049
0
0
0
0
0
0
17
udp
0
0
0
0
68
0
0
0
0
0
0
0
0
0
164
0
NFS
1
2,293,878
Normal flow
1
0
40
0
1,616,660,049
120
22,523
22
1,616,660,049,071
1,616,660,049
2,293,879
30
1,616,660,049,049
1,616,660,049
0
41
1
5.62.54.83
10.114.225.212
443
49,173
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
41
16
256
365
256
365
0
0
0
0
0
0
TLS
1
2,293,879
Normal flow
1
0
156
0
1,616,660,049
120
362
0
1,616,660,049,107
1,616,660,049
2,293,880
30
1,616,660,049,106
1,616,660,049
0
124
2
10.114.226.5
10.114.225.205
53
58,636
1,616,660,049
0
0
0
0
156
2
17
udp
0
0
0
0
124
0
0
0
0
0
0
0
0
0
0
0
DNS.Microsoft
1
2,293,880
Normal flow
1
0
,
0
1,616,660,049
120
0
0
1,616,660,049,123
1,616,660,049
2,293,881
30
1,616,660,049,123
1,616,660,049
0
52
1
10.114.226.23
202.179.91.28
8,728
62,078
1,616,660,049
0
0
0
0
0
0
6
tcp
0
0
0
0
52
2
8,192
0
8,192
0
1,440
0
8
0
40
0
Unknown
1
2,293,881
Normal flow
1
0
27731,2860
0
1,616,660,048
120
822,521
822
1,616,660,049,125
1,616,660,049
2,293,882
30
1,616,660,048,303
1,616,660,048
0
2,382
24
10.114.224.65
10.114.241.165
443
14,396
1,616,660,049
0
0
0
0
30,591
28
6
tcp
0
0
20,020
14
2266,116
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,882
Normal flow
1
0
27630
0
1,616,660,049
120
108,822
108
1,616,660,049,132
1,616,660,049
2,293,883
30
1,616,660,049,023
1,616,660,049
0
1,837
20
10.114.224.65
10.114.241.165
443
18,956
1,616,660,049
0
0
0
0
27,630
25
6
tcp
0
0
14,300
10
1837
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,883
Normal flow
1
0
1694,156
0
1,616,660,048
120
1,129,911
1,129
1,616,660,049,139
1,616,660,049
2,293,884
30
1,616,660,048,009
1,616,660,048
0
840
8
43.225.137.112
10.114.225.204
443
48,786
1,616,660,049
0
0
0
0
1,850
8
6
tcp
0
0
0
0
788,52
27
64,240
4,796
64,240
4,380
1,460
1,460
7
0
0
64
TLS
1
2,293,884
Normal flow
1
0
141
0
1,616,660,049
120
47,549
47
1,616,660,049,191
1,616,660,049
2,293,885
30
1,616,660,049,143
1,616,660,049
0
193
2
149.154.167.91
10.114.225.205
443
47,590
1,616,660,049
0
0
0
0
141
1
6
tcp
0
0
0
0
193
24
501
32,768
501
32,768
0
0
0
0
0
0
TLS.Telegram
1
2,293,885
Normal flow
1
0
104
0
1,616,660,049
120
42,777
42
1,616,660,049,193
1,616,660,049
2,293,886
30
1,616,660,049,150
1,616,660,049
0
189
2
10.114.241.165
10.114.224.65
63,270
443
1,616,660,049
0
0
0
0
104
2
6
tcp
0
0
0
0
189
25
118
860
118
860
0
0
0
0
0
0
TLS
1
2,293,886
Normal flow
1
0
40
0
1,616,660,049
120
852
0
1,616,660,049,264
1,616,660,049
2,293,887
30
1,616,660,049,263
1,616,660,049
0
44
1
10.114.224.104
162.142.125.94
12,303
52,532
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
44
22
1,024
0
1,024
0
1,460
0
0
0
0
0
Unknown
1
2,293,887
Normal flow
1
0
40
0
1,616,660,049
120
969
0
1,616,660,049,279
1,616,660,049
2,293,888
30
1,616,660,049,278
1,616,660,049
0
52
1
10.114.224.157
202.179.91.28
8,291
62,063
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
52
22
8,192
0
8,192
0
1,440
0
8
0
40
40
Unknown
1
2,293,888
Normal flow
1
0
40
0
1,616,660,049
120
919
0
1,616,660,049,292
1,616,660,049
2,293,889
30
1,616,660,049,291
1,616,660,049
0
189
2
10.114.224.65
10.114.241.165
443
26,513
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
502
0
502
0
0
0
0
0
0
0
TLS
1
2,293,889
Normal flow
1
0
130
0
1,616,660,049
120
42,609
42
1,616,660,049,301
1,616,660,049
2,293,890
30
1,616,660,049,258
1,616,660,049
0
130
2
64.233.167.188
10.114.225.204
5,228
54,912
1,616,660,049
0
0
0
0
130
2
6
tcp
0
0
0
0
130
24
501
265
501
265
0
0
0
0
0
0
TLS.Google
1
2,293,890
Normal flow
1
0
64
0
1,616,660,049
120
12,098
12
1,616,660,049,341
1,616,660,049
2,293,891
30
1,616,660,049,328
1,616,660,049
0
241
3
10.114.241.165
10.114.224.65
21,960
443
1,616,660,049
0
0
0
0
64
1
6
tcp
0
0
0
0
241
25
126
1,248
126
1,248
0
0
0
0
0
0
TLS
1
2,293,891
Normal flow
1
0
127
0
1,616,660,049
120
304
0
1,616,660,049,370
1,616,660,049
2,293,892
30
1,616,660,049,369
1,616,660,049
0
71
1
10.114.226.5
10.114.227.95
53
43,818
1,616,660,049
0
0
0
0
127
1
17
udp
0
0
0
0
71
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,892
Normal flow
1
0
104
0
1,616,660,049
120
241
0
1,616,660,049,370
1,616,660,049
2,293,893
30
1,616,660,049,370
1,616,660,049
0
88
1
10.114.226.5
10.114.227.95
53
42,967
1,616,660,049
0
0
0
0
104
1
17
udp
0
0
0
0
88
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,893
Normal flow
1
0
,
0
1,616,660,049
120
0
0
1,616,660,049,462
1,616,660,049
2,293,895
30
1,616,660,049,462
1,616,660,049
0
40
1
10.114.224.157
31.204.70.135
443
80
1,616,660,049
0
0
0
0
0
0
6
tcp
0
0
0
0
40
66
33,268
0
33,268
0
0
0
0
0
72
0
HTTP
1
2,293,895
Normal flow
1
0
4244,1316
0
1,616,660,048
120
830,675
830
1,616,660,049,468
1,616,660,049
2,293,896
30
1,616,660,048,637
1,616,660,048
0
4,231
14
142.250.185.170
10.114.225.205
443
38,761
1,616,660,049
0
0
0
0
5,560
16
17
udp
0
0
0
0
3516,715
0
0
0
0
0
0
0
0
0
0
0
QUIC.Google
1
2,293,896
Normal flow
1
0
4877,25714
0
1,616,660,048
120
620,124
620
1,616,660,049,494
1,616,660,049
2,293,897
30
1,616,660,048,874
1,616,660,048
0
2,130
21
10.114.224.65
10.114.241.165
443
52,608
1,616,660,049
0
0
0
0
30,591
28
6
tcp
0
0
14,300
10
1538,592
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,897
Normal flow
1
0
104
0
1,616,660,049
120
46,250
46
1,616,660,049,610
1,616,660,049
2,293,898
30
1,616,660,049,564
1,616,660,049
0
189
2
10.114.241.165
10.114.224.65
5,941
443
1,616,660,049
0
0
0
0
104
2
6
tcp
0
0
0
0
189
25
118
3,685
118
3,685
0
0
0
0
0
0
TLS
1
2,293,898
Normal flow
1
0
116
0
1,616,660,049
120
361
0
1,616,660,049,615
1,616,660,049
2,293,899
30
1,616,660,049,614
1,616,660,049
0
72
1
10.114.226.5
10.114.227.143
53
53,027
1,616,660,049
0
0
0
0
116
1
17
udp
0
0
0
0
72
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,899
Normal flow
1
0
134
0
1,616,660,049
120
223
0
1,616,660,049,615
1,616,660,049
2,293,900
30
1,616,660,049,615
1,616,660,049
0
76
1
10.114.226.5
10.114.227.143
53
47,295
1,616,660,049
0
0
0
0
134
1
17
udp
0
0
0
0
76
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,900
Normal flow
1
0
141
0
1,616,660,049
120
202
0
1,616,660,049,616
1,616,660,049
2,293,901
30
1,616,660,049,615
1,616,660,049
0
86
1
10.114.226.5
10.114.227.143
53
33,163
1,616,660,049
0
0
0
0
141
1
17
udp
0
0
0
0
86
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,901
Normal flow
1
0
27630
0
1,616,660,049
120
328,300
328
1,616,660,049,620
1,616,660,049
2,293,902
30
1,616,660,049,292
1,616,660,049
0
1,641
18
10.114.224.65
10.114.241.165
443
54,677
1,616,660,049
0
0
0
0
27,630
25
6
tcp
0
0
14,300
10
1641
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,902
Normal flow
1
0
,
0
1,616,660,049
120
0
0
1,616,660,049,645
1,616,660,049
2,293,903
30
1,616,660,049,645
1,616,660,049
0
134
1
10.114.225.212
107.4.255.215
47,921
26,801
1,616,660,049
0
0
0
0
0
0
17
udp
0
0
0
0
134
0
0
0
0
0
0
0
0
0
0
0
BitTorrent
1
2,293,903
Normal flow
1
0
,
0
1,616,660,049
120
0
0
1,616,660,049,645
1,616,660,049
2,293,904
30
1,616,660,049,645
1,616,660,049
0
162
1
107.4.255.215
10.114.225.212
0
0
1,616,660,049
0
0
0
0
0
0
1
icmp
0
0
0
0
162
0
0
0
0
0
0
0
0
0
192
0
ICMP
1
2,293,904
Normal flow
1
0
40
0
1,616,660,049
120
1,049
1
1,616,660,049,694
1,616,660,049
2,293,905
30
1,616,660,049,693
1,616,660,049
0
40
1
10.114.224.56
192.241.226.176
102
57,139
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
40
22
65,535
0
65,535
0
0
0
0
0
0
0
s7comm
1
2,293,905
Normal flow
1
0
151
0
1,616,660,049
120
28,512
28
1,616,660,049,697
1,616,660,049
2,293,906
30
1,616,660,049,669
1,616,660,049
0
111
2
10.114.225.212
3.125.121.162
65,390
443
1,616,660,049
0
0
0
0
151
3
6
tcp
0
0
0
0
111
25
64,240
63,939
64,240
63,939
0
0
0
0
0
0
TLS
1
2,293,906
Normal flow
1
0
120
0
1,616,660,049
120
31,804
31
1,616,660,049,721
1,616,660,049
2,293,907
30
1,616,660,049,689
1,616,660,049
0
223
4
142.250.185.165
10.114.225.204
443
56,948
1,616,660,049
0
0
0
0
120
3
6
tcp
0
0
0
0
223
25
512
343
512
343
0
0
0
0
0
0
TLS.Google
1
2,293,907
Normal flow
1
0
130
0
1,616,660,049
120
28,613
28
1,616,660,049,725
1,616,660,049
2,293,908
30
1,616,660,049,696
1,616,660,049
0
73
1
8.8.8.8
10.114.224.105
53
33,976
1,616,660,049
0
0
0
0
130
1
17
udp
0
0
0
0
73
0
0
0
0
0
0
0
0
0
0
0
DNS.Google
1
2,293,908
Normal flow
1
0
40
0
1,616,660,049
120
954
0
1,616,660,049,760
1,616,660,049
2,293,909
30
1,616,660,049,759
1,616,660,049
0
40
1
10.114.224.70
152.136.96.220
12,067
48,655
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
40
22
1,024
0
1,024
0
0
0
0
0
96
96
Unknown
1
2,293,909
Normal flow
1
0
116
0
1,616,660,049
120
271
0
1,616,660,049,774
1,616,660,049
2,293,910
30
1,616,660,049,774
1,616,660,049
0
72
1
10.114.226.5
10.114.227.95
53
33,695
1,616,660,049
0
0
0
0
116
1
17
udp
0
0
0
0
72
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,910
Normal flow
1
0
134
0
1,616,660,049
120
253
0
1,616,660,049,775
1,616,660,049
2,293,911
30
1,616,660,049,775
1,616,660,049
0
76
1
10.114.226.5
10.114.227.95
53
36,603
1,616,660,049
0
0
0
0
134
1
17
udp
0
0
0
0
76
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,911
Normal flow
1
0
95
0
1,616,660,049
120
176
0
1,616,660,049,775
1,616,660,049
2,293,912
30
1,616,660,049,775
1,616,660,049
0
79
1
10.114.226.5
10.114.227.95
53
39,293
1,616,660,049
0
0
0
0
95
1
17
udp
0
0
0
0
79
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,912
Normal flow
1
0
52
0
1,616,660,049
120
27,686
27
1,616,660,049,786
1,616,660,049
2,293,913
30
1,616,660,049,759
1,616,660,049
0
41
1
172.217.16.133
10.114.225.202
443
62,529
1,616,660,049
0
0
0
0
52
1
6
tcp
0
0
0
0
41
16
510
317
510
317
0
0
0
0
0
0
TLS.Google
1
2,293,913
Normal flow
1
0
106
0
1,616,660,049
120
44,875
44
1,616,660,049,795
1,616,660,049
2,293,914
30
1,616,660,049,750
1,616,660,049
0
102
1
13.107.160.201
10.114.226.5
53
49,871
1,616,660,049
0
0
0
0
106
1
17
udp
0
0
0
0
102
0
0
0
0
0
0
0
0
0
0
0
DNS.Microsoft
1
2,293,914
Normal flow
1
0
316
0
1,616,660,049
120
45,922
45
1,616,660,049,796
1,616,660,049
2,293,915
30
1,616,660,049,750
1,616,660,049
0
190
2
10.114.226.5
10.114.225.204
53
54,137
1,616,660,049
0
0
0
0
316
2
17
udp
0
0
0
0
190
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,915
Normal flow
1
0
115
0
1,616,660,049
120
1,160
1
1,616,660,049,833
1,616,660,049
2,293,916
30
1,616,660,049,831
1,616,660,049
0
62
1
1.1.1.1
10.114.225.206
53
41,053
1,616,660,049
0
0
0
0
115
1
17
udp
0
0
0
0
62
0
0
0
0
0
0
0
0
0
0
0
DNS.WhatsApp
1
2,293,916
Normal flow
1
0
40
0
1,616,660,049
120
1,142
1
1,616,660,049,881
1,616,660,049
2,293,917
30
1,616,660,049,880
1,616,660,049
0
189
2
10.114.224.65
10.114.241.165
443
1,510
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
189
28
1,103
0
1,103
0
0
0
0
0
0
0
TLS
1
2,293,917
Normal flow
1
0
104
0
1,616,660,049
120
44,674
44
1,616,660,049,915
1,616,660,049
2,293,918
30
1,616,660,049,870
1,616,660,049
0
189
2
10.114.241.165
10.114.224.65
48,327
443
1,616,660,049
0
0
0
0
104
2
6
tcp
0
0
0
0
189
25
122
502
122
502
0
0
0
0
0
0
TLS
1
2,293,918
Normal flow
1
0
40
0
1,616,660,049
120
2,430
2
1,616,660,049,929
1,616,660,049
2,293,919
30
1,616,660,049,927
1,616,660,049
0
48
1
10.114.224.157
202.179.91.28
8,291
62,063
1,616,660,049
0
0
0
0
40
1
6
tcp
0
0
0
0
48
22
8,192
0
8,192
0
1,440
0
0
0
40
40
Unknown
1
2,293,919
Normal flow
1
0
149
0
1,616,660,049
120
226
0
1,616,660,049,984
1,616,660,049
2,293,920
30
1,616,660,049,984
1,616,660,049
0
84
1
10.114.226.5
192.87.30.53
53
57,863
1,616,660,049
0
0
0
0
149
1
17
udp
0
0
0
0
84
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,920
Normal flow
1
0
2588,4658,238018
0
1,616,660,047
120
2,154,713
2,154
1,616,660,049,986
1,616,660,049
2,293,921
30
1,616,660,047,831
1,616,660,047
0
8,555
123
10.114.224.65
10.114.241.165
443
65,399
1,616,660,049
0
0
0
0
245,264
180
6
tcp
0
0
60,060
42
1317,794,6444
26
65,330
27,960
65,330
27,960
1,390
1,410
7
8
0
0
TLS
1
2,293,921
Normal flow
1
0
,,138
0
1,616,660,049
120
293
0
1,616,660,050,000
1,616,660,050
2,293,922
30
1,616,660,049,999
1,616,660,049
0
59
1
10.114.226.5
10.114.227.96
53
35,625
1,616,660,050
0
0
0
0
138
1
17
udp
0
0
0
0
59,
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,922
Normal flow
1
0
,,75
0
1,616,660,049
120
376
0
1,616,660,050,000
1,616,660,050
2,293,923
30
1,616,660,049,999
1,616,660,049
0
59
1
10.114.226.5
10.114.227.96
53
35,954
1,616,660,050
0
0
0
0
75
1
17
udp
0
0
0
0
59,
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,923
Normal flow
1
0
40
0
1,616,660,050
120
331
0
1,616,660,050,006
1,616,660,050
2,293,924
30
1,616,660,050,006
1,616,660,050
0
40
1
10.114.225.216
192.241.228.226
102
54,969
1,616,660,050
0
0
0
0
40
1
6
tcp
0
0
0
0
40
22
65,535
0
65,535
0
0
0
0
0
0
0
s7comm
1
2,293,924
Normal flow
1
0
,,1694,156
0
1,616,660,048
120
1,133,138
1,133
1,616,660,050,019
1,616,660,050
2,293,925
30
1,616,660,048,886
1,616,660,048
0
840
8
43.225.137.112
10.114.225.204
443
48,788
1,616,660,050
0
0
0
0
1,850
8
6
tcp
0
0
0
0
60,728,52
27
64,240
4,796
64,240
4,380
1,460
1,460
7
0
0
64
TLS
1
2,293,925
Normal flow
1
0
3194,316
0
1,616,660,049
120
248,876
248
1,616,660,050,082
1,616,660,050
2,293,926
30
1,616,660,049,833
1,616,660,049
0
2,838
12
185.60.218.53
10.114.225.205
443
58,646
1,616,660,050
0
0
0
0
3,510
13
6
tcp
0
0
0
0
2786,52
26
64,240
65,535
64,240
65,535
1,460
1,392
7
8
0
0
TLS.WhatsApp
1
2,293,926
Normal flow
1
0
40
0
1,616,660,050
120
409
0
1,616,660,050,097
1,616,660,050
2,293,927
30
1,616,660,050,097
1,616,660,050
0
44
1
10.114.224.249
151.101.38.133
22,430
443
1,616,660,050
0
0
0
0
40
1
6
tcp
0
0
0
0
44
22
65,535
0
65,535
0
1,460
0
0
0
164
164
TLS
1
2,293,927
Normal flow
1
0
52
0
1,616,660,050
120
33,262
33
1,616,660,050,113
1,616,660,050
2,293,928
30
1,616,660,050,079
1,616,660,050
0
41
1
74.125.140.188
10.114.225.205
5,228
62,112
1,616,660,050
0
0
0
0
52
1
6
tcp
0
0
0
0
41
16
16,254
270
16,254
270
0
0
0
0
0
0
Google
1
2,293,928
Normal flow
1
0
76,,,,,52
0
1,616,660,045
120
5,119,334
5,119
1,616,660,050,125
1,616,660,050
2,293,929
30
1,616,660,045,006
1,616,660,045
0
204
3
37.252.247.102
10.114.225.204
5,938
43,904
1,616,660,050
0
0
0
0
128
2
6
tcp
0
0
0
0
128,,,,,76
24
501
1,027
501
1,027
0
0
0
0
0
0
TeamViewer
1
2,293,929
Normal flow
1
0
52
0
1,616,660,050
120
34,588
34
1,616,660,050,133
1,616,660,050
2,293,930
30
1,616,660,050,099
1,616,660,050
0
41
1
64.233.184.188
10.114.225.212
5,228
54,393
1,616,660,050
0
0
0
0
52
1
6
tcp
0
0
0
0
41
16
509
270
509
270
0
0
0
0
0
0
Google
1
2,293,930
Normal flow
1
0
52,40
0
1,616,660,049
120
236,943
236
1,616,660,050,198
1,616,660,050
2,293,931
30
1,616,660,049,961
1,616,660,049
0
132
3
10.114.226.5
169.55.119.4
53
48,951
1,616,660,050
0
0
0
0
92
2
6
tcp
0
0
0
0
52,80
19
8,188
64,240
8,188
64,240
1,460
1,460
8
7
164
0
DNS
1
2,293,931
Normal flow
1
0
116
0
1,616,660,050
120
303
0
1,616,660,050,320
1,616,660,050
2,293,932
30
1,616,660,050,319
1,616,660,050
0
72
1
10.114.226.5
10.114.227.141
53
50,163
1,616,660,050
0
0
0
0
116
1
17
udp
0
0
0
0
72
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,932
Normal flow
1
0
134
0
1,616,660,050
120
300
0
1,616,660,050,320
1,616,660,050
2,293,933
30
1,616,660,050,320
1,616,660,050
0
76
1
10.114.226.5
10.114.227.141
53
42,436
1,616,660,050
0
0
0
0
134
1
17
udp
0
0
0
0
76
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,933
Normal flow
1
0
153
0
1,616,660,050
120
233
0
1,616,660,050,321
1,616,660,050
2,293,934
30
1,616,660,050,320
1,616,660,050
0
90
1
10.114.226.5
10.114.227.141
53
58,889
1,616,660,050
0
0
0
0
153
1
17
udp
0
0
0
0
90
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,934
Normal flow
1
0
64
0
1,616,660,050
120
10,406
10
1,616,660,050,354
1,616,660,050
2,293,935
30
1,616,660,050,344
1,616,660,050
0
241
3
10.114.241.165
10.114.224.65
24,586
443
1,616,660,050
0
0
0
0
64
1
6
tcp
0
0
0
0
241
25
122
502
122
502
0
0
0
0
0
0
TLS
1
2,293,935
Normal flow
1
0
104
0
1,616,660,050
120
41,132
41
1,616,660,050,381
1,616,660,050
2,293,936
30
1,616,660,050,340
1,616,660,050
0
189
2
10.114.241.165
10.114.224.65
52,659
443
1,616,660,050
0
0
0
0
104
2
6
tcp
0
0
0
0
189
25
118
502
118
502
0
0
0
0
0
0
TLS
1
2,293,936
Normal flow
1
0
166
0
1,616,660,050
120
332
0
1,616,660,050,386
1,616,660,050
2,293,937
30
1,616,660,050,386
1,616,660,050
0
76
1
10.114.226.5
95.77.45.23
53
43,360
1,616,660,050
0
0
0
0
166
1
17
udp
0
0
0
0
76
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,937
Normal flow
1
0
232
0
1,616,660,050
120
1,116
1
1,616,660,050,420
1,616,660,050
2,293,938
30
1,616,660,050,419
1,616,660,050
0
75
1
1.1.1.1
10.114.225.206
53
55,359
1,616,660,050
0
0
0
0
232
1
17
udp
0
0
0
0
75
0
0
0
0
0
0
0
0
0
0
0
DNS.Microsoft
1
2,293,938
Normal flow
1
0
185
0
1,616,660,050
120
1,690
1
1,616,660,050,421
1,616,660,050
2,293,939
30
1,616,660,050,419
1,616,660,050
0
75
1
1.1.1.1
10.114.225.206
53
49,273
1,616,660,050
0
0
0
0
185
1
17
udp
0
0
0
0
75
0
0
0
0
0
0
0
0
0
0
0
DNS.Microsoft
1
2,293,939
Normal flow
1
0
272
0
1,616,660,050
120
249
0
1,616,660,050,446
1,616,660,050
2,293,940
30
1,616,660,050,446
1,616,660,050
0
162
2
10.114.226.5
10.114.225.221
53
46,347
1,616,660,050
0
0
0
0
272
2
17
udp
0
0
0
0
162
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,940
Normal flow
1
0
150
0
1,616,660,050
120
166
0
1,616,660,050,449
1,616,660,050
2,293,941
30
1,616,660,050,449
1,616,660,050
0
118
2
10.114.226.5
10.114.225.221
53
59,796
1,616,660,050
0
0
0
0
150
2
17
udp
0
0
0
0
118
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,941
Normal flow
1
0
110
0
1,616,660,050
120
1,319
1
1,616,660,050,453
1,616,660,050
2,293,942
30
1,616,660,050,452
1,616,660,050
0
186
2
10.114.226.5
10.114.225.221
53
22,052
1,616,660,050
0
0
0
0
110
2
17
udp
0
0
0
0
186
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,942
Normal flow
1
0
127
0
1,616,660,050
120
920
0
1,616,660,050,456
1,616,660,050
2,293,943
30
1,616,660,050,455
1,616,660,050
0
81
1
10.114.241.113
10.114.225.221
53
61,762
1,616,660,050
0
0
0
0
127
1
17
udp
0
0
0
0
81
0
0
0
0
0
0
0
0
0
0
164
DNS
1
2,293,943
Normal flow
1
0
150
0
1,616,660,050
120
187
0
1,616,660,050,458
1,616,660,050
2,293,944
30
1,616,660,050,457
1,616,660,050
0
118
2
10.114.226.5
10.114.225.221
53
53,925
1,616,660,050
0
0
0
0
150
2
17
udp
0
0
0
0
118
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,944
Normal flow
1
0
110
0
1,616,660,050
120
740
0
1,616,660,050,460
1,616,660,050
2,293,945
30
1,616,660,050,460
1,616,660,050
0
186
2
10.114.226.5
10.114.225.221
53
19,817
1,616,660,050
0
0
0
0
110
2
17
udp
0
0
0
0
186
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,945
Normal flow
1
0
272
0
1,616,660,050
120
229
0
1,616,660,050,464
1,616,660,050
2,293,946
30
1,616,660,050,464
1,616,660,050
0
162
2
10.114.226.5
10.114.225.221
53
56,272
1,616,660,050
0
0
0
0
272
2
17
udp
0
0
0
0
162
0
0
0
0
0
0
0
0
0
0
0
DNS
1
2,293,946
Normal flow