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Datasets:
vidyadheesha-m-pandurangi
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Cybersecurity-Datasets

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Flow ID
string
Source IP
string
Source Port
int64
Destination IP
string
Destination Port
int64
Protocol
int64
Timestamp
string
Flow Duration
int64
Total Fwd Packets
int64
Total Backward Packets
int64
Total Length of Fwd Packets
int64
Total Length of Bwd Packets
int64
Fwd Packet Length Max
int64
Fwd Packet Length Min
int64
Fwd Packet Length Mean
float64
Fwd Packet Length Std
float64
Bwd Packet Length Max
int64
Bwd Packet Length Min
int64
Bwd Packet Length Mean
float64
Bwd Packet Length Std
float64
Flow Bytes/s
float64
Flow Packets/s
float64
Flow IAT Mean
float64
Flow IAT Std
float64
Flow IAT Max
int64
Flow IAT Min
int64
Fwd IAT Total
int64
Fwd IAT Mean
float64
Fwd IAT Std
float64
Fwd IAT Max
int64
Fwd IAT Min
int64
Bwd IAT Total
int64
Bwd IAT Mean
float64
Bwd IAT Std
float64
Bwd IAT Max
int64
Bwd IAT Min
int64
Fwd PSH Flags
int64
Bwd PSH Flags
int64
Fwd URG Flags
int64
Bwd URG Flags
int64
Fwd Header Length
int64
Bwd Header Length
int64
Fwd Packets/s
float64
Bwd Packets/s
float64
Min Packet Length
int64
Max Packet Length
int64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
FIN Flag Count
int64
SYN Flag Count
int64
RST Flag Count
int64
PSH Flag Count
int64
ACK Flag Count
int64
URG Flag Count
int64
CWE Flag Count
int64
ECE Flag Count
int64
Down/Up Ratio
int64
Average Packet Size
float64
Avg Fwd Segment Size
float64
Avg Bwd Segment Size
float64
Fwd Header Length.1
int64
Fwd Avg Bytes/Bulk
int64
Fwd Avg Packets/Bulk
int64
Fwd Avg Bulk Rate
int64
Bwd Avg Bytes/Bulk
int64
Bwd Avg Packets/Bulk
int64
Bwd Avg Bulk Rate
int64
Subflow Fwd Packets
int64
Subflow Fwd Bytes
int64
Subflow Bwd Packets
int64
Subflow Bwd Bytes
int64
Init_Win_bytes_forward
int64
Init_Win_bytes_backward
int64
act_data_pkt_fwd
int64
min_seg_size_forward
int64
Active Mean
float64
Active Std
float64
Active Max
int64
Active Min
int64
Idle Mean
float64
Idle Std
float64
Idle Max
int64
Idle Min
int64
Label
string
192.168.10.5-104.16.207.165-54865-443-6
104.16.207.165
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192.168.10.5
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7/7/2017 3:30
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BENIGN
192.168.10.5-104.16.28.216-55054-80-6
104.16.28.216
80
192.168.10.5
55,054
6
7/7/2017 3:30
109
1
1
6
6
6
6
6
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6
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6
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110,091.7431
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BENIGN
192.168.10.5-104.16.28.216-55055-80-6
104.16.28.216
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192.168.10.5
55,055
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7/7/2017 3:30
52
1
1
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6
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230,769.2308
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BENIGN
192.168.10.16-104.17.241.25-46236-443-6
104.17.241.25
443
192.168.10.16
46,236
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7/7/2017 3:30
34
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352,941.1765
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BENIGN
192.168.10.5-104.19.196.102-54863-443-6
104.19.196.102
443
192.168.10.5
54,863
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7/7/2017 3:30
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BENIGN
192.168.10.5-104.20.10.120-54871-443-6
104.20.10.120
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192.168.10.5
54,871
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7/7/2017 3:30
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BENIGN
192.168.10.5-104.20.10.120-54925-443-6
104.20.10.120
443
192.168.10.5
54,925
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7/7/2017 3:30
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2
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6
6
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BENIGN
192.168.10.5-104.20.10.120-54925-443-6
104.20.10.120
443
192.168.10.5
54,925
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7/7/2017 3:30
42
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1
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BENIGN
192.168.10.8-104.28.13.116-9282-443-6
104.28.13.116
443
192.168.10.8
9,282
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7/7/2017 3:30
4
2
0
12
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6
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BENIGN
192.168.10.5-104.97.123.193-55153-443-6
104.97.123.193
443
192.168.10.5
55,153
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7/7/2017 3:30
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2
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37
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18.5
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BENIGN
192.168.10.5-104.97.125.160-55143-443-6
104.97.125.160
443
192.168.10.5
55,143
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7/7/2017 3:30
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2
0
37
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18.5
17.67767
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0
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192.168.10.5-104.97.125.160-55144-443-6
104.97.125.160
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192.168.10.5
55,144
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7/7/2017 3:30
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2
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18.5
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192.168.10.5-104.97.125.160-55145-443-6
104.97.125.160
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192.168.10.5
55,145
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7/7/2017 3:30
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2
0
37
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31
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18.5
17.67767
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0
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0
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BENIGN
192.168.10.5-104.97.139.37-55254-443-6
104.97.139.37
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192.168.10.5
55,254
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7/7/2017 3:30
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3
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14.333333
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192.168.10.16-104.97.140.32-36206-80-6
104.97.140.32
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192.168.10.16
36,206
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7/7/2017 3:30
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192.168.10.25-121.29.54.141-53524-443-6
121.29.54.141
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192.168.10.25
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7/7/2017 3:30
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192.168.10.25-121.29.54.141-53524-443-6
121.29.54.141
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192.168.10.25
53,524
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7/7/2017 3:30
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192.168.10.25-121.29.54.141-53526-443-6
121.29.54.141
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192.168.10.25
53,526
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7/7/2017 3:30
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2
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192.168.10.25-121.29.54.141-53526-443-6
121.29.54.141
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192.168.10.25
53,526
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7/7/2017 3:30
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BENIGN
192.168.10.25-121.29.54.141-53527-443-6
121.29.54.141
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192.168.10.25
53,527
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7/7/2017 3:30
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192.168.10.25-121.29.54.141-53528-443-6
121.29.54.141
443
192.168.10.25
53,528
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7/7/2017 3:30
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BENIGN
192.168.10.25-121.29.54.141-53527-443-6
121.29.54.141
443
192.168.10.25
53,527
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7/7/2017 3:30
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138.201.37.241-192.168.10.5-443-55035-6
138.201.37.241
443
192.168.10.5
55,035
6
7/7/2017 3:30
4
2
0
248
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124
131.521861
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4
4
4
4
0
4
4
0
0
0
0
0
1
0
0
0
40
0
500,000
0
31
217
155
107.38715
11,532
0
1
0
0
1
0
0
0
0
232.5
124
0
40
0
0
0
0
0
0
2
248
0
0
237
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1
20
0
0
0
0
0
0
0
0
BENIGN
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144.76.121.178
443
192.168.10.5
55,275
6
7/7/2017 3:30
5
3
0
254
0
217
6
84.666667
115.283708
0
0
0
0
50,800,000
600,000
2.5
2.12132
4
1
5
2.5
2.12132
4
1
0
0
0
0
0
1
0
0
0
60
0
600,000
0
6
217
117.75
115.057594
13,238.25
0
1
0
0
1
0
0
0
0
157
84.666667
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60
0
0
0
0
0
0
3
254
0
0
123
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2
20
0
0
0
0
0
0
0
0
BENIGN
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145.243.233.163
443
192.168.10.5
55,277
6
7/7/2017 3:30
4
2
0
12
0
6
6
6
0
0
0
0
0
3,000,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
0
0
0
0
40
0
500,000
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
35,095
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1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.0.166
443
192.168.10.9
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6
7/7/2017 3:30
4
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
10,800,000
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
60
0
750,000
0
6
31
12.25
12.5
156.25
0
0
0
0
1
0
0
0
0
16.333333
14.333333
0
60
0
0
0
0
0
0
3
43
0
0
65
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2
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.0.249
80
192.168.10.16
43,248
6
7/7/2017 3:30
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1
1
0
0
0
0
0
0
0
0
0
0
0
37,037.03704
54
0
54
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,518.51852
18,518.51852
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
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1
0
59
439
0
32
0
0
0
0
0
0
0
0
BENIGN
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151.101.0.249
443
192.168.10.9
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7/7/2017 3:30
42
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
1,023,809.524
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21
25.455844
39
3
42
21
25.455844
39
3
0
0
0
0
0
0
0
0
0
60
0
71,428.57143
0
6
31
12.25
12.5
156.25
0
0
0
0
1
0
0
0
0
16.333333
14.333333
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60
0
0
0
0
0
0
3
43
0
0
64
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2
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.1.108
443
192.168.10.5
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6
7/7/2017 3:30
4
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
9,250,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
1
0
0
0
40
0
500,000
0
6
31
22.666667
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0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.1.5
443
192.168.10.5
55,203
6
7/7/2017 3:30
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
40
0
666,666.6667
0
6
31
22.666667
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1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.130.2
443
192.168.10.5
55,140
6
7/7/2017 3:30
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
40
0
666,666.6667
0
6
31
22.666667
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0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
62
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.130.2
443
192.168.10.5
55,180
6
7/7/2017 3:30
737
2
1
37
6
31
6
18.5
17.67767
6
6
6
0
58,344.64043
4,070.556309
368.5
310.419877
588
149
737
737
0
737
737
0
0
0
0
0
1
0
0
0
40
20
2,713.704206
1,356.852103
6
31
18.5
14.433757
208.333333
0
1
0
0
1
0
0
0
0
24.666667
18.5
6
40
0
0
0
0
0
0
2
37
1
6
62
0
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.130.2
443
192.168.10.5
55,156
6
7/7/2017 3:30
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
40
0
666,666.6667
0
6
31
22.666667
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208.333333
0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
62
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.2.2
443
192.168.10.5
55,096
6
7/7/2017 3:30
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
40
0
666,666.6667
0
6
31
22.666667
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0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.2.2
443
192.168.10.5
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6
7/7/2017 3:30
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
40
0
666,666.6667
0
6
31
22.666667
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208.333333
0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
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0
0
2
37
0
0
62
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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151.101.44.249
443
192.168.10.9
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6
7/7/2017 3:30
276
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
155,797.1014
10,869.56522
138
192.333045
274
2
276
138
192.333045
274
2
0
0
0
0
0
0
0
0
0
60
0
10,869.56522
0
6
31
12.25
12.5
156.25
0
0
0
0
1
0
0
0
0
16.333333
14.333333
0
60
0
0
0
0
0
0
3
43
0
0
62
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
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152.163.13.4
443
192.168.10.9
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6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
40,905
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1
20
0
0
0
0
0
0
0
0
BENIGN
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152.163.13.4
443
192.168.10.9
8,816
6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
40,905
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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152.163.56.2
443
192.168.10.9
8,886
6
7/7/2017 3:30
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
5,114
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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152.163.66.165
80
192.168.10.16
60,350
6
7/7/2017 3:30
105
1
1
6
6
6
6
6
0
6
6
6
0
114,285.7143
19,047.61905
105
0
105
105
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
9,523.809524
9,523.809524
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
1,024
274
0
20
0
0
0
0
0
0
0
0
BENIGN
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152.163.66.165
80
192.168.10.16
60,346
6
7/7/2017 3:30
66
1
1
6
6
6
6
6
0
6
6
6
0
181,818.1818
30,303.0303
66
0
66
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,151.51515
15,151.51515
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
1,024
274
0
20
0
0
0
0
0
0
0
0
BENIGN
152.163.66.165-192.168.10.16-80-60352-6
152.163.66.165
80
192.168.10.16
60,352
6
7/7/2017 3:30
68
1
1
6
6
6
6
6
0
6
6
6
0
176,470.5882
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,705.88235
14,705.88235
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
1,024
320
0
20
0
0
0
0
0
0
0
0
BENIGN
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169.60.66.35
443
192.168.10.9
8,833
6
7/7/2017 3:30
48
2
0
12
0
6
6
6
0
0
0
0
0
250,000
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
0
0
0
0
40
0
41,666.66667
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
23
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.10.238
443
192.168.10.8
9,331
6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.10.238
443
192.168.10.8
9,175
6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
385
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.10.238
80
192.168.10.9
8,693
6
7/7/2017 3:30
16
1
1
6
6
6
6
6
0
6
6
6
0
750,000
125,000
16
0
16
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
62,500
62,500
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
351
258
0
20
0
0
0
0
0
0
0
0
BENIGN
172.217.10.238-192.168.10.9-80-8695-6
172.217.10.238
80
192.168.10.9
8,695
6
7/7/2017 3:30
63
1
1
6
6
6
6
6
0
6
6
6
0
190,476.1905
31,746.03175
63
0
63
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,873.01587
15,873.01587
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
360
255
0
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.10.238
80
192.168.10.9
8,690
6
7/7/2017 3:30
17
1
1
6
6
6
6
6
0
6
6
6
0
705,882.3529
117,647.0588
17
0
17
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
58,823.52941
58,823.52941
6
6
6
0
0
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1
9
6
6
20
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0
0
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6
1
6
360
255
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20
0
0
0
0
0
0
0
0
BENIGN
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172.217.10.238
80
192.168.10.9
8,694
6
7/7/2017 3:30
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1
1
6
6
6
6
6
0
6
6
6
0
97,560.97561
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123
0
123
123
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
8,130.081301
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6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
360
255
0
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.11.1
443
192.168.10.14
57,683
6
7/7/2017 3:30
4
2
0
12
0
6
6
6
0
0
0
0
0
3,000,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
0
0
0
0
40
0
500,000
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6
6
6
0
0
0
0
0
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1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
360
-1
1
20
0
0
0
0
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0
0
0
BENIGN
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172.217.11.10
443
192.168.10.14
57,662
6
7/7/2017 3:30
4
2
0
12
0
6
6
6
0
0
0
0
0
3,000,000
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4
0
4
4
4
4
0
4
4
0
0
0
0
0
0
0
0
0
40
0
500,000
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6
6
0
0
0
0
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1
0
0
0
0
9
6
0
40
0
0
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0
0
2
12
0
0
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.12.138
443
192.168.10.5
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6
7/7/2017 3:30
49
2
0
12
0
6
6
6
0
0
0
0
0
244,897.9592
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49
0
49
49
49
49
0
49
49
0
0
0
0
0
0
0
0
0
40
0
40,816.32653
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
351
-1
1
20
0
0
0
0
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0
0
0
BENIGN
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172.217.12.162
443
192.168.10.14
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6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
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0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
377
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.12.162
80
192.168.10.16
60,954
6
7/7/2017 3:30
46
1
1
0
0
0
0
0
0
0
0
0
0
0
43,478.26087
46
0
46
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
21,739.13043
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0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
340
229
0
32
0
0
0
0
0
0
0
0
BENIGN
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172.217.3.98
443
192.168.10.14
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6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
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0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
424
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.6.198
443
192.168.10.5
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6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.6.198
443
192.168.10.5
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6
7/7/2017 3:30
251,170
3
0
18
0
6
6
6
0
0
0
0
0
71.66461
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125,585
177,598.3534
251,166
4
251,170
125,585
177,598.3534
251,166
4
0
0
0
0
0
0
0
0
0
60
0
11.944102
0
6
6
6
0
0
0
0
0
0
1
1
0
0
0
8
6
0
60
0
0
0
0
0
0
3
18
0
0
351
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.6.200
443
192.168.10.14
57,674
6
7/7/2017 3:30
49
2
0
12
0
6
6
6
0
0
0
0
0
244,897.9592
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49
0
49
49
49
49
0
49
49
0
0
0
0
0
0
0
0
0
40
0
40,816.32653
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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172.217.6.206
443
192.168.10.17
50,485
6
7/7/2017 3:30
62
1
1
0
0
0
0
0
0
0
0
0
0
0
32,258.06452
62
0
62
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16,129.03226
16,129.03226
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
378
558
0
32
0
0
0
0
0
0
0
0
BENIGN
172.217.7.132-192.168.10.14-443-57686-6
172.217.7.132
443
192.168.10.14
57,686
6
7/7/2017 3:30
175
2
1
12
6
6
6
6
0
6
6
6
0
102,857.1429
17,142.85714
87.5
23.334524
104
71
175
175
0
175
175
0
0
0
0
0
0
0
0
0
40
20
11,428.57143
5,714.285714
6
6
6
0
0
0
0
0
0
1
0
0
0
0
8
6
6
40
0
0
0
0
0
0
2
12
1
6
360
255
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20
0
0
0
0
0
0
0
0
BENIGN
172.217.9.232-192.168.10.16-80-33666-6
172.217.9.232
80
192.168.10.16
33,666
6
7/7/2017 3:30
37
1
1
0
0
0
0
0
0
0
0
0
0
0
54,054.05405
37
0
37
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
27,027.02703
27,027.02703
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
340
586
0
32
0
0
0
0
0
0
0
0
BENIGN
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173.241.254.199
443
192.168.10.9
8,883
6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
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0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
40,929
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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173.241.254.199
443
192.168.10.9
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6
7/7/2017 3:30
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
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0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
40,929
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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185.167.164.39
443
192.168.10.5
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6
7/7/2017 3:30
96
1
1
6
6
6
6
6
0
6
6
6
0
125,000
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96
0
96
96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
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6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
16,384
256
0
20
0
0
0
0
0
0
0
0
BENIGN
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185.54.150.17
443
192.168.10.5
55,150
6
7/7/2017 3:30
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
5,574
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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185.86.137.17
443
192.168.10.5
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6
7/7/2017 3:30
0
2
0
12
0
6
6
6
0
0
0
0
0
null
null
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
0
0
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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185.86.137.17
443
192.168.10.5
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6
7/7/2017 3:30
48
2
0
12
0
6
6
6
0
0
0
0
0
250,000
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0
48
48
48
48
0
48
48
0
0
0
0
0
0
0
0
0
40
0
41,666.66667
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6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
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185.86.137.17
443
192.168.10.5
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6
7/7/2017 3:30
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
185.86.137.17-192.168.10.5-443-55043-6
185.86.137.17
443
192.168.10.5
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6
7/7/2017 3:30
999,588
2
0
12
0
6
6
6
0
0
0
0
0
12.004946
2.000824
999,588
0
999,588
999,588
999,588
999,588
0
999,588
999,588
0
0
0
0
0
0
0
0
0
40
0
2.000824
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
185.86.137.17-192.168.10.5-443-55039-6
185.86.137.17
443
192.168.10.5
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6
7/7/2017 3:30
75
1
1
6
6
6
6
6
0
6
6
6
0
160,000
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0
75
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
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6
6
6
0
0
0
0
0
0
1
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
4,737
63,668
0
20
0
0
0
0
0
0
0
0
BENIGN
185.86.137.17-192.168.10.5-443-55040-6
185.86.137.17
443
192.168.10.5
55,040
6
7/7/2017 3:30
32
1
1
6
6
6
6
6
0
6
6
6
0
375,000
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0
32
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
31,250
31,250
6
6
6
0
0
0
0
0
0
1
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
4,737
64,189
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20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-53-27328-17
192.168.10.12
27,328
192.168.10.3
53
17
7/7/2017 3:30
71,693
2
2
74
176
37
37
37
0
88
88
88
0
3,487.09079
55.793453
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41,348.67743
71,643
3
47
47
0
47
47
3
3
0
3
3
0
0
0
0
40
64
27.896726
27.896726
37
88
57.4
27.93385
780.3
0
0
0
0
0
0
0
0
1
71.75
37
88
40
0
0
0
0
0
0
2
74
2
176
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1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-53-56447-17
192.168.10.12
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192.168.10.3
53
17
7/7/2017 3:30
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2
2
74
200
37
37
37
0
100
100
100
0
4,511.179163
65.85663
20,246
35,061.90451
60,732
2
2
2
0
2
2
4
4
0
4
4
0
0
0
0
40
40
32.928315
32.928315
37
100
62.2
34.506521
1,190.7
0
0
0
0
0
0
0
0
1
77.75
37
100
40
0
0
0
0
0
0
2
74
2
200
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-192.168.10.50-50038-21-6
192.168.10.12
50,038
192.168.10.50
21
6
7/7/2017 3:30
126,188
20
25
176
440
43
0
8.8
12.680694
52
0
17.6
16.160652
4,881.605224
356.610771
2,867.909091
12,377.64297
70,791
1
126,117
6,637.736842
26,122.26872
114,215
1
126,048
5,252
16,545.2078
70,791
1
0
0
0
0
656
816
158.493676
198.117095
0
52
13.391304
15.178169
230.376812
0
0
0
1
0
0
0
0
1
13.688889
8.8
17.6
656
0
0
0
0
0
0
20
176
25
440
29,200
227
12
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-192.168.10.50-38044-34805-6
192.168.10.12
38,044
192.168.10.50
34,805
6
7/7/2017 3:30
8,003
15
6
19,897
0
2,896
0
1,326.466667
1,136.570208
0
0
0
0
2,486,192.678
2,624.015994
400.15
1,445.918039
6,454
1
8,003
571.642857
1,718.054875
6,454
2
6,663
1,332.6
2,974.753318
6,654
1
0
0
0
0
496
208
1,874.297139
749.718855
0
2,896
904.409091
1,122.979992
1,261,084.063
0
0
0
1
0
0
0
0
0
947.476191
1,326.466667
0
496
0
0
0
0
0
0
15
19,897
6
0
29,200
362
10
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-192.168.10.50-38044-34805-6
192.168.10.12
38,044
192.168.10.50
34,805
6
7/7/2017 3:30
1
2
0
617
0
617
0
308.5
436.284884
0
0
0
0
617,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
0
0
0
64
0
2,000,000
0
0
617
411.333333
356.225116
126,896.3333
0
1
0
0
1
0
0
0
0
617
308.5
0
64
0
0
0
0
0
0
2
617
0
0
229
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-192.168.10.50-50038-21-6
192.168.10.12
50,038
192.168.10.50
21
6
7/7/2017 3:30
50
1
2
0
0
0
0
0
0
0
0
0
0
0
60,000
25
32.526912
48
2
0
0
0
0
0
48
48
0
48
48
0
0
0
0
32
64
20,000
40,000
0
0
0
0
0
0
0
0
0
1
1
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
229
227
0
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-192.168.10.50-39524-139-6
192.168.10.12
39,524
192.168.10.50
139
6
7/7/2017 3:30
75
3
1
4
4
4
0
1.333333
2.309401
4
4
4
0
106,666.6667
53,333.33333
25
22.516661
48
3
75
37.5
48.790368
72
3
0
0
0
0
0
1
0
0
0
96
32
40,000
13,333.33333
0
4
2.4
2.19089
4.8
0
1
0
0
1
0
0
0
0
3
1.333333
4
96
0
0
0
0
0
0
3
4
1
4
302
302
0
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-192.229.163.97-54990-443-6
192.168.10.12
54,990
192.229.163.97
443
6
7/7/2017 3:30
208
4
0
46
0
46
0
11.5
23
0
0
0
0
221,153.8462
19,230.76923
69.333333
57.838857
114
4
208
69.333333
57.838857
114
4
0
0
0
0
0
0
0
0
0
128
0
19,230.76923
0
0
46
9.2
20.571825
423.2
0
0
0
0
1
0
0
0
0
11.5
11.5
0
128
0
0
0
0
0
0
4
46
0
0
306
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.12-79.127.127.5-40124-443-6
192.168.10.12
40,124
79.127.127.5
443
6
7/7/2017 3:30
514,004
3
1
0
6
0
0
0
0
6
6
6
0
11.673061
7.782041
171,334.6667
150,308.8093
281,013
2
514,004
257,002
363,452.8855
514,002
2
0
0
0
0
0
0
0
0
0
96
20
5.83653
1.94551
0
6
1.2
2.683282
7.2
0
0
0
0
1
1
0
0
0
1.5
0
6
96
0
0
0
0
0
0
3
0
1
6
1,444
0
0
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.14-104.97.114.112-57700-80-6
192.168.10.14
57,700
104.97.114.112
80
6
7/7/2017 3:30
60,130,920
5
3
216
1,533
198
0
43.2
86.574823
1,527
0
511
879.886925
29.086533
0.133043
8,590,131.429
22,700,000
60,100,000
28
60,100,000
15,000,000
30,000,000
60,100,000
29
25,530
12,765
15,577.56239
23,780
1,750
0
0
0
0
112
72
0.083152
0.049891
0
1,527
194.333333
503.883419
253,898.5
0
0
0
1
0
0
0
0
0
218.625
43.2
511
112
0
0
0
0
0
0
5
216
3
1,533
8,192
946
4
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.14-104.97.114.112-57701-80-6
192.168.10.14
57,701
104.97.114.112
80
6
7/7/2017 3:30
60,130,912
5
3
213
1,619
195
0
42.6
85.233796
1,613
0
539.666667
929.538775
30.466859
0.133043
8,590,130.286
22,700,000
60,100,000
35
60,100,000
15,000,000
30,000,000
60,100,000
35
26,004
13,002
15,464.4253
23,937
2,067
0
0
0
0
112
72
0.083152
0.049891
0
1,613
203.555556
532.332629
283,378.0278
0
0
0
1
0
0
0
0
0
229
42.6
539.666667
112
0
0
0
0
0
0
5
213
3
1,619
8,192
946
4
20
0
0
0
0
0
0
0
0
BENIGN
172.217.11.1-192.168.10.14-443-57683-6
192.168.10.14
57,683
172.217.11.1
443
6
7/7/2017 3:30
3,895,966
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.458311
1.540055
779,193.2
1,688,277.785
3,798,981
4
3,895,966
973,991.5
1,883,824.068
3,798,981
4
0
0
0
0
0
1
0
0
0
100
20
1.283379
0.256676
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
258
360
4
20
0
0
0
0
0
0
0
0
BENIGN
172.217.11.10-192.168.10.14-443-57662-6
192.168.10.14
57,662
172.217.11.10
443
6
7/7/2017 3:30
3,895,242
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.466946
1.540341
779,048.4
1,688,348.684
3,798,955
3
3,895,242
973,810.5
1,883,931.983
3,798,955
3
0
0
0
0
0
1
0
0
0
100
20
1.283617
0.256723
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
258
360
4
20
0
0
0
0
0
0
0
0
BENIGN
172.217.3.98-192.168.10.14-443-57681-6
192.168.10.14
57,681
172.217.3.98
443
6
7/7/2017 3:30
3,896,308
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.454233
1.539919
779,261.6
1,688,253.409
3,799,007
3
3,896,308
974,077
1,883,783.63
3,799,007
3
0
0
0
0
0
1
0
0
0
100
20
1.283266
0.256653
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
257
424
4
20
0
0
0
0
0
0
0
0
BENIGN
172.217.6.200-192.168.10.14-443-57674-6
192.168.10.14
57,674
172.217.6.200
443
6
7/7/2017 3:30
3,895,052
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.469213
1.540416
779,010.4
1,688,400.959
3,799,016
3
3,895,052
973,763
1,884,005.155
3,799,016
3
0
0
0
0
0
1
0
0
0
100
20
1.28368
0.256736
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
255
360
4
20
0
0
0
0
0
0
0
0
BENIGN
172.217.7.132-192.168.10.14-443-57686-6
192.168.10.14
57,686
172.217.7.132
443
6
7/7/2017 3:30
3,896,461
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.452409
1.539859
779,292.2
1,696,821.776
3,814,476
49
3,896,461
974,115.25
1,893,913.016
3,814,476
49
0
0
0
0
0
1
0
0
0
100
20
1.283216
0.256643
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
255
360
4
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.14-53-62449-17
192.168.10.14
62,449
192.168.10.3
53
17
7/7/2017 3:30
31,020,664
8
4
372
452
52
41
46.5
5.879747
157
69
113
50.806824
26.562939
0.386839
2,820,060.364
9,317,725.506
30,900,000
1
31,000,000
4,431,065.714
11,700,000
30,900,000
1
31,000,000
10,300,000
17,900,000
31,000,000
3
0
0
0
0
184
128
0.257893
0.128946
41
157
67.384615
40.860614
1,669.589744
0
0
0
0
0
0
0
0
0
73
46.5
113
184
0
0
0
0
0
0
8
372
4
452
-1
-1
7
20
46,735
0
46,735
46,735
30,900,000
0
30,900,000
30,900,000
BENIGN
192.168.10.3-192.168.10.14-53-53279-17
192.168.10.14
53,279
192.168.10.3
53
17
7/7/2017 3:30
83,718
4
2
184
300
46
46
46
0
150
150
150
0
5,781.313457
71.669175
16,743.6
25,063.96121
56,230
1
27,440
9,146.666667
15,839.02732
27,436
1
48
48
0
48
48
0
0
0
0
80
64
47.77945
23.889725
46
150
75.714286
50.746804
2,575.238095
0
0
0
0
0
0
0
0
0
88.333333
46
150
80
0
0
0
0
0
0
4
184
2
300
-1
-1
3
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.14-445-57702-6
192.168.10.14
57,702
192.168.10.3
445
6
7/7/2017 3:30
10,706,606
29
24
8,142
4,220
3,072
0
280.758621
658.419789
420
0
175.833333
153.274879
1,154.614263
4.950215
205,896.2692
1,092,307.606
7,114,425
0
10,700,000
382,378.7857
1,477,741.199
7,114,425
0
10,700,000
465,499.4348
1,637,050.93
7,176,769
1
0
0
0
0
604
504
2.708608
2.241607
0
3,072
228.925926
492.907808
242,958.1076
0
0
0
1
0
0
0
0
0
233.245283
280.758621
175.833333
604
0
0
0
0
0
0
29
8,142
24
4,220
8,192
2,050
27
20
3,591,908
0
3,591,908
3,591,908
7,114,425
0
7,114,425
7,114,425
BENIGN
192.168.10.14-23.53.113.190-57699-80-6
192.168.10.14
57,699
23.53.113.190
80
6
7/7/2017 3:30
60,166,984
6
4
237
4,593
213
0
39.5
85.031171
2,920
0
1,148.25
1,417.910758
80.276585
0.166204
6,685,220.444
20,000,000
60,000,000
23
60,200,000
12,000,000
26,800,000
60,000,000
23
86,807
28,935.66667
49,181.27685
85,724
207
0
0
0
0
132
92
0.099722
0.066482
0
2,920
439.090909
960.730395
923,002.8909
0
0
0
1
0
0
0
0
0
483
39.5
1,148.25
132
0
0
0
0
0
0
6
237
4
4,593
8,192
946
5
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.15-53-51561-17
192.168.10.15
51,561
192.168.10.3
53
17
7/7/2017 3:30
24,027
2
2
68
100
34
34
34
0
50
50
50
0
6,992.133849
166.479377
8,009
13,865.06671
24,019
4
4
4
0
4
4
4
4
0
4
4
0
0
0
0
64
64
83.239689
83.239689
34
50
40.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
50.5
34
50
64
0
0
0
0
0
0
2
68
2
100
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.15-205.174.165.73-58019-8080-6
192.168.10.15
58,019
205.174.165.73
8,080
6
7/7/2017 3:30
1,029,807
3
3
0
18
0
0
0
0
6
6
6
0
17.479003
5.826334
205,961.4
281,152.7211
515,080
524
1,028,984
514,492
1,630.588237
515,645
513,339
1,029,283
514,641.5
1,784.030409
515,903
513,380
0
0
0
0
92
60
2.913167
2.913167
0
6
2.571429
3.207135
10.285714
0
0
0
1
0
0
0
0
1
3
0
6
92
0
0
0
0
0
0
3
0
3
18
8,192
0
0
28
0
0
0
0
0
0
0
0
BENIGN
151.101.0.175-192.168.10.16-80-34314-6
192.168.10.16
34,314
151.101.0.175
80
6
7/7/2017 3:30
2,979,847
2
1
0
0
0
0
0
0
0
0
0
0
0
1.006763
1,489,923.5
2,085,777.621
2,964,791
15,056
2,979,847
2,979,847
0
2,979,847
2,979,847
0
0
0
0
0
0
0
0
0
64
32
0.671175
0.335588
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
1
0
437
63
0
32
0
0
0
0
0
0
0
0
BENIGN
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