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
float64
total_length_of_bwd_packets
float64
fwd_packet_length_max
float64
fwd_packet_length_min
float64
fwd_packet_length_mean
float64
fwd_packet_length_std
float64
bwd_packet_length_max
float64
bwd_packet_length_min
float64
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
float64
flow_iat_min
float64
fwd_iat_total
float64
fwd_iat_mean
float64
fwd_iat_std
float64
fwd_iat_max
float64
fwd_iat_min
float64
bwd_iat_total
float64
bwd_iat_mean
float64
bwd_iat_std
float64
bwd_iat_max
float64
bwd_iat_min
float64
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
float64
max_packet_length
float64
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
float64
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
float64
active_min
float64
idle_mean
float64
idle_std
float64
idle_max
float64
idle_min
float64
label
string
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13,742.071882
78.833333
193.222826
689
1
946
118.25
248.589593
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1
790
263.333333
449.179623
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204
104
9,513.742072
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0
1,532
265.571429
547.829383
300,117.032967
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0
286
72.666667
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204
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4
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20
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192.168.10.9
1,047
192.168.10.3
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6
03/07/2017 08:56:58
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9
6
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0
351.111111
688.214982
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0
510
785.445606
6,709,816.612729
16,181.229773
66.214286
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2
927
115.875
277.954486
801
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181.8
286.522599
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47
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204
144
9,708.737864
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1,565
388.75
689.242531
475,055.266667
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414.666667
351.111111
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204
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9
3,160
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20
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192.168.10.9
1,050
192.168.10.3
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6
03/07/2017 08:56:58
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9
6
3,112
3,012
1,541
0
345.777778
677.632049
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0
502
773.052133
6,293,936.279548
15,416.238438
69.5
190.582003
727
1
973
121.625
294.127736
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178.6
309.713254
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204
144
9,249.743063
6,166.495375
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1,541
382.75
678.510771
460,376.866667
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408.266667
345.777778
502
204
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0
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9
3,112
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3,012
8,192
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7
20
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192.168.10.9
1,052
192.168.10.3
88
6
03/07/2017 08:56:58
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7
4
2,814
2,836
1,398
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402
680.402822
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0
709
818.682682
5,928,646.379853
11,542.497377
95.3
211.98273
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953
158.833333
333.205292
837
2
854
284.666667
408.18664
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49
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164
104
7,345.225603
4,197.271773
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1,418
470.833333
692.174155
479,105.060606
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513.636364
402
709
164
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0
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7
2,814
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8,192
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5
20
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192.168.10.9
1,053
192.168.10.3
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6
03/07/2017 08:56:58
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8
6
4,948
270
2,465
0
618.5
937.901914
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0
45
65.121425
7,051,351.351351
18,918.918919
56.923077
123.698196
459
0
740
105.714286
207.419634
550
0
694
138.8
186.7584
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47
0
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0
184
144
10,810.810811
8,108.108108
0
2,465
347.866667
728.802527
531,153.12381
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0
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0
0
372.714286
618.5
45
184
0
0
0
0
0
0
8
4,948
6
270
8,192
2,053
6
20
0
0
0
0
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0
0
0
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192.168.10.9
1,051
192.168.10.3
389
6
03/07/2017 08:56:58
77,033
13
11
4,122
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1,660
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317.076923
600.681899
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0
94.363636
89.663005
66,984.279465
311.554788
3,349.26087
15,550.735172
74,678
2
77,033
6,419.416667
21,541.960953
74,816
2
76,989
7,698.9
23,561.136374
74,748
3
0
0
0
0
284
244
168.758844
142.795945
0
1,660
206.4
444.884629
197,922.333333
0
0
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1
0
0
0
0
0
215
317.076923
94.363636
284
0
0
0
0
0
0
13
4,122
11
1,038
8,192
0
11
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.9-389-1051-6
192.168.10.3
389
192.168.10.9
1,051
6
03/07/2017 08:56:58
46
1
1
6
6
6
6
6
0
6
6
6
0
260,869.565217
43,478.26087
46
0
46
46
0
0
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0
0
0
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0
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20
20
21,739.130435
21,739.130435
6
6
6
0
0
1
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0
0
1
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0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
0
254
0
20
0
0
0
0
0
0
0
0
BENIGN
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192.168.10.9
1,055
192.168.10.3
88
6
03/07/2017 08:56:59
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9
7
3,134
3,054
1,552
0
348.222222
682.48256
1,518
0
436.285714
738.956407
5,564,748.201439
14,388.489209
74.133333
207.441856
819
1
1,112
139
298.786594
875
1
1,058
176.333333
317.479868
819
3
0
0
0
0
204
164
8,093.52518
6,294.964029
0
1,552
364
669.603987
448,369.5
0
0
0
1
0
0
0
0
0
386.75
348.222222
436.285714
204
0
0
0
0
0
0
9
3,134
7
3,054
8,192
2,053
7
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.9-88-1056-6
192.168.10.9
1,056
192.168.10.3
88
6
03/07/2017 08:56:59
655
7
4
2,812
2,820
1,397
0
401.714286
679.914876
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0
705
814.06388
8,598,473.282443
16,793.89313
65.5
91.557207
274
0
655
109.166667
172.446417
459
1
556
185.333333
186.003584
372
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0
164
104
10,687.022901
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1,410
469.333333
689.943388
476,021.878788
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1
0
0
0
0
0
512
401.714286
705
164
0
0
0
0
0
0
7
2,812
4
2,820
8,192
2,053
5
20
0
0
0
0
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0
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0
BENIGN
192.168.10.9-69.31.33.224-1057-80-6
192.168.10.9
1,057
69.31.33.224
80
6
03/07/2017 08:57:01
40,643
3
4
103
191
97
0
34.333333
54.353779
179
0
47.75
87.545702
7,233.717983
172.231381
6,773.833333
10,209.406396
19,958
3
20,083
10,041.5
14,094.759469
20,008
75
20,685
6,895
11,413.09476
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0
72
92
73.813449
98.417932
0
179
36.75
66.282404
4,393.357143
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1
42
34.333333
47.75
72
0
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3
103
4
191
8,192
913
2
20
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192.168.10.9-69.31.33.224-1057-80-6
192.168.10.9
1,057
69.31.33.224
80
6
03/07/2017 08:57:01
4
2
0
12
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6
6
6
0
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0
0
3,000,000
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40
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500,000
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40
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255
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20
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192.168.10.9
1,029
192.168.10.3
49,671
6
03/07/2017 08:56:38
26,361,049
21
14
3,720
2,672
936
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177.142857
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190.857143
324.959372
242.47897
1.327717
775,324.970588
4,298,075.296767
25,084,797
1
26,361,049
1,318,052.45
5,597,543.476994
25,084,797
1
1,068,197
82,169
295,756.819032
1,066,507
2
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0
444
304
0.79663
0.531087
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952
177.555556
285.093212
81,278.139683
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0
182.628571
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190.857143
444
0
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21
3,720
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2,672
8,192
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19
20
0
0
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192.168.10.3-192.168.10.9-49671-1029-6
192.168.10.9
1,029
192.168.10.3
49,671
6
03/07/2017 08:57:04
52
1
2
6
12
6
6
6
0
6
6
6
0
346,153.846154
57,692.307692
26
31.112698
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4
0
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4
4
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4
4
0
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20
40
19,230.769231
38,461.538462
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6
6
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1
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2
8
6
6
20
0
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12
251
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20
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192.168.10.3-192.168.10.9-49671-1029-6
192.168.10.3
49,671
192.168.10.9
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03/07/2017 08:57:04
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2
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12
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6
6
6
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null
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40
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6
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9
6
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40
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0
2,053
-1
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20
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0
0
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BENIGN
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192.168.10.9
1,058
192.168.10.3
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6
03/07/2017 08:57:04
1,067
9
6
3,084
2,984
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342.666667
671.458673
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0
497.333333
765.822608
5,686,972.820993
14,058.106842
76.214286
204.80842
782
1
1,067
133.375
311.19674
901
1
998
199.6
331.008006
782
1
0
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0
204
144
8,434.864105
5,623.242737
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1,527
379.25
672.250598
451,920.866667
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0
0
1
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0
0
0
0
404.533333
342.666667
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204
0
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9
3,084
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2,984
8,192
2,053
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20
0
0
0
0
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0
0
0
BENIGN
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192.168.10.9
1,060
192.168.10.3
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6
03/07/2017 08:57:05
3,536
13
11
4,094
1,038
1,646
0
314.923077
595.465709
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0
94.363636
89.663005
1,451,357.466063
6,787.330317
153.73913
318.338901
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1
3,536
294.666667
468.528321
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1
3,497
349.7
468.643681
1,276
3
0
0
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0
284
244
3,676.470588
3,110.859729
0
1,646
205.28
441.073267
194,545.626667
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0
0
1
0
0
0
0
0
213.833333
314.923077
94.363636
284
0
0
0
0
0
0
13
4,094
11
1,038
8,192
0
11
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.9-389-1059-6
192.168.10.9
1,059
192.168.10.3
389
6
03/07/2017 08:57:05
519,267
15
10
4,844
3,982
1,660
0
322.933333
568.093864
1,268
0
398.2
498.038999
16,997.036207
48.144789
21,636.125
74,227.683393
315,131
3
519,267
37,090.5
95,598.296741
315,131
3
7,445
827.222222
1,361.899205
3,835
3
0
0
0
0
324
224
28.886873
19.257915
0
1,660
339.461538
525.526344
276,177.938462
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0
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1
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0
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0
0
353.04
322.933333
398.2
324
0
0
0
0
0
0
15
4,844
10
3,982
8,192
2,050
13
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.9-389-1059-6
192.168.10.3
389
192.168.10.9
1,059
6
03/07/2017 08:57:06
46
2
1
12
6
6
6
6
0
6
6
6
0
391,304.347826
65,217.391304
23
26.870058
42
4
4
4
0
4
4
0
0
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0
0
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0
0
40
20
43,478.26087
21,739.130435
6
6
6
0
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1
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0
0
1
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0
0
0
8
6
6
40
0
0
0
0
0
0
2
12
1
6
0
256
1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.9-139-1063-6
192.168.10.9
1,063
192.168.10.3
139
6
03/07/2017 08:57:05
13,230,245
23
20
1,976
2,238
228
0
85.913043
67.3437
414
0
111.9
126.098917
318.51262
3.250129
315,005.833333
2,009,537.611159
13,026,743
3
13,230,245
601,374.772727
2,775,567.42371
13,026,743
3
13,229,879
696,309.421053
3,034,079.569813
13,225,490
3
0
0
0
0
484
424
1.738441
1.511688
0
414
95.772727
98.653932
9,732.598309
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0
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1
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0
0
0
0
98
85.913043
111.9
484
0
0
0
0
0
0
23
1,976
20
2,238
8,192
2,050
21
20
202,580
0
202,580
202,580
13,026,743
0
13,026,743
13,026,743
BENIGN
192.168.10.3-192.168.10.9-139-1063-6
192.168.10.9
1,063
192.168.10.3
139
6
03/07/2017 08:57:18
55
1
1
6
6
6
6
6
0
6
6
6
0
218,181.818182
36,363.636364
55
0
55
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
18,181.818182
18,181.818182
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
252
2,050
0
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-389-56542-6
192.168.10.12
56,542
192.168.10.3
389
6
03/07/2017 08:57:26
464
10
4
165
326
79
0
16.5
33.012624
163
0
81.5
94.108094
1,058,189.655172
30,172.413793
35.692308
28.018995
101
0
464
51.555556
53.012053
163
0
320
106.666667
100.748863
223
48
0
0
0
0
336
144
21,551.724138
8,620.689655
0
163
32.733333
59.520065
3,542.638095
0
0
0
1
0
0
0
0
0
35.071429
16.5
81.5
336
0
0
0
0
0
0
10
165
4
326
29,200
2,081
3
32
0
0
0
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0
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BENIGN
192.168.10.3-192.168.10.12-389-56542-6
192.168.10.12
56,542
192.168.10.3
389
6
03/07/2017 08:57:26
1
2
0
7
0
7
0
3.5
4.949747
0
0
0
0
7,000,000
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1
1
1
1
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1
1
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64
0
2,000,000
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0
7
4.666667
4.041452
16.333333
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0
1
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0
0
0
7
3.5
0
64
0
0
0
0
0
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2
7
0
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237
-1
0
32
0
0
0
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0
BENIGN
192.168.10.3-192.168.10.12-88-60484-6
192.168.10.12
60,484
192.168.10.3
88
6
03/07/2017 08:57:27
1,175
9
6
3,110
3,108
1,555
0
345.555556
685.690548
1,554
0
518
802.482149
5,291,914.893617
12,765.957447
83.928571
219.180103
842
1
1,175
146.875
307.71482
906
1
1,036
207.2
358.963369
842
4
0
0
0
0
304
208
7,659.574468
5,106.382979
0
1,555
388.625
695.193582
483,294.116667
0
0
0
1
0
0
0
0
0
414.533333
345.555556
518
304
0
0
0
0
0
0
9
3,110
6
3,108
29,200
2,081
2
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-389-56544-6
192.168.10.12
56,544
192.168.10.3
389
6
03/07/2017 08:57:26
77,216
19
11
3,412
6,654
1,293
0
179.578947
400.318806
3,069
0
604.909091
1,009.026507
130,361.583092
388.520514
2,662.62069
13,971.622596
75,306
1
77,216
4,289.777778
17,724.008392
75,306
1
76,926
7,692.6
23,970.093734
75,912
1
0
0
0
0
624
368
246.062992
142.457522
0
3,069
324.709677
693.666548
481,173.27957
0
0
0
1
0
0
0
0
0
335.533333
179.578947
604.909091
624
0
0
0
0
0
0
19
3,412
11
6,654
29,200
2,076
10
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-88-60488-6
192.168.10.12
60,488
192.168.10.3
88
6
03/07/2017 08:57:27
1,053
9
6
3,110
3,108
1,555
0
345.555556
685.690548
1,554
0
518
802.482149
5,905,033.238367
14,245.014245
75.214286
204.371524
782
1
1,053
131.625
318.125733
916
1
995
199
328.089165
782
5
0
0
0
0
304
208
8,547.008547
5,698.005698
0
1,555
388.625
695.193582
483,294.116667
0
0
0
1
0
0
0
0
0
414.533333
345.555556
518
304
0
0
0
0
0
0
9
3,110
6
3,108
29,200
2,081
2
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-389-56552-6
192.168.10.12
56,552
192.168.10.3
389
6
03/07/2017 08:57:29
436
10
4
165
326
79
0
16.5
33.012624
163
0
81.5
94.108094
1,126,146.788991
32,110.091743
33.538462
25.796044
87
1
436
48.444444
47.597561
148
1
302
100.666667
91.221343
206
48
0
0
0
0
336
144
22,935.779817
9,174.311927
0
163
32.733333
59.520065
3,542.638095
0
0
0
1
0
0
0
0
0
35.071429
16.5
81.5
336
0
0
0
0
0
0
10
165
4
326
29,200
2,081
3
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-389-56552-6
192.168.10.12
56,552
192.168.10.3
389
6
03/07/2017 08:57:29
1
2
0
7
0
7
0
3.5
4.949747
0
0
0
0
7,000,000
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
7
4.666667
4.041452
16.333333
0
1
0
0
1
0
0
0
0
7
3.5
0
64
0
0
0
0
0
0
2
7
0
0
237
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.12-88-60494-6
192.168.10.12
60,494
192.168.10.3
88
6
03/07/2017 08:57:29
1,172
9
6
3,110
3,108
1,555
0
345.555556
685.690548
1,554
0
518
802.482149
5,305,460.750853
12,798.634812
83.714286
220.346032
846
1
1,172
146.5
310.546983
913
1
1,046
209.2
360.543617
846
3
0
0
0
0
304
208
7,679.180887
5,119.453925
0
1,555
388.625
695.193582
483,294.116667
0
0
0
1
0
0
0
0
0
414.533333
345.555556
518
304
0
0
0
0
0
0
9
3,110
6
3,108
29,200
2,081
2
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.9-135-1028-6
192.168.10.9
1,028
192.168.10.3
135
6
03/07/2017 08:56:38
56,361,247
23
12
1,730
1,784
168
0
75.217391
81.815178
268
0
148.666667
84.884235
62.347804
0.620994
1,657,683.735294
5,134,992.092107
21,449,915
1
56,361,247
2,561,874.863636
6,245,713.9921
21,449,915
1
34,693,536
3,153,957.818182
6,385,923.393867
20,331,895
3
0
0
0
0
484
264
0.408082
0.212912
0
268
97.611111
89.260863
7,967.501587
0
0
0
1
0
0
0
0
0
100.4
75.217391
148.666667
484
0
0
0
0
0
0
23
1,730
12
1,784
8,192
2,050
21
20
204,149
5,830.512756
210,844
200,187
11,360,298.333333
7,620,304.564801
20,131,476
6,367,360
BENIGN
192.168.10.3-192.168.10.9-135-1028-6
192.168.10.9
1,028
192.168.10.3
135
6
03/07/2017 08:57:34
73
1
1
6
6
6
6
6
0
6
6
6
0
164,383.561644
27,397.260274
73
0
73
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
13,698.630137
13,698.630137
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
253
2,050
0
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-389-42095-6
192.168.10.17
42,095
192.168.10.3
389
6
03/07/2017 08:57:41
512
11
4
172
326
79
0
15.636364
31.449238
163
0
81.5
94.108094
972,656.25
29,296.875
36.571429
29.042977
80
1
512
51.2
43.425031
127
1
284
94.666667
158.774473
278
2
0
0
0
0
368
144
21,484.375
7,812.5
0
163
31.125
57.860608
3,347.85
0
0
0
1
0
0
0
0
0
33.2
15.636364
81.5
368
0
0
0
0
0
0
11
172
4
326
29,200
2,081
4
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-88-35497-6
192.168.10.17
35,497
192.168.10.3
88
6
03/07/2017 08:57:41
1,100
10
6
3,150
3,152
1,575
0
315
632.561635
1,576
0
525.333333
813.8429
5,729,090.909091
14,545.454545
73.333333
220.30909
867
1
1,100
122.222222
301.096238
922
1
1,026
205.2
375.298814
867
1
0
0
0
0
336
208
9,090.909091
5,454.545455
0
1,576
370.705882
671.975703
451,551.345588
0
0
0
1
0
0
0
0
0
393.875
315
525.333333
336
0
0
0
0
0
0
10
3,150
6
3,152
29,200
2,081
3
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-389-42096-6
192.168.10.17
42,096
192.168.10.3
389
6
03/07/2017 08:57:41
15,745
17
13
3,452
6,666
1,313
0
203.058824
425.778474
3,069
0
512.769231
948.172027
642,616.703715
1,905.366783
542.931034
2,557.746971
13,828
1
15,745
984.0625
3,431.50687
13,828
1
15,655
1,304.583333
4,144.950717
14,460
1
0
0
0
0
560
408
1,079.707844
825.658939
0
3,069
326.387097
695.357303
483,521.778495
0
0
0
1
0
0
0
0
0
337.266667
203.058824
512.769231
560
0
0
0
0
0
0
17
3,452
13
6,666
29,200
0
10
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-88-35499-6
192.168.10.17
35,499
192.168.10.3
88
6
03/07/2017 08:57:41
1,135
9
6
3,150
3,150
1,575
0
350
694.509719
1,575
0
525
813.326503
5,550,660.792952
13,215.859031
81.071429
226.610973
864
1
1,135
141.875
324.625691
942
3
1,049
209.8
373.421612
864
1
0
0
0
0
304
208
7,929.515419
5,286.343612
0
1,575
393.75
704.361413
496,125
0
0
0
1
0
0
0
0
0
420
350
525
304
0
0
0
0
0
0
9
3,150
6
3,150
29,200
2,081
2
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-389-42102-6
192.168.10.17
42,102
192.168.10.3
389
6
03/07/2017 08:57:42
425
10
4
165
326
79
0
16.5
33.012624
163
0
81.5
94.108094
1,155,294.117647
32,941.176471
32.692308
25.13757
78
1
425
47.222222
44.971596
140
1
262
87.333333
109.436435
211
3
0
0
0
0
336
144
23,529.411765
9,411.764706
0
163
32.733333
59.520065
3,542.638095
0
0
0
1
0
0
0
0
0
35.071429
16.5
81.5
336
0
0
0
0
0
0
10
165
4
326
29,200
2,081
3
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-389-42102-6
192.168.10.17
42,102
192.168.10.3
389
6
03/07/2017 08:57:42
1
2
0
7
0
7
0
3.5
4.949747
0
0
0
0
7,000,000
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
7
4.666667
4.041452
16.333333
0
1
0
0
1
0
0
0
0
7
3.5
0
64
0
0
0
0
0
0
2
7
0
0
237
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.17-88-35504-6
192.168.10.17
35,504
192.168.10.3
88
6
03/07/2017 08:57:42
1,122
10
6
3,150
3,152
1,575
0
315
632.561635
1,576
0
525.333333
813.8429
5,616,755.793226
14,260.249554
74.8
212.528385
839
1
1,122
124.666667
281.873198
872
1
996
199.2
363.030577
839
2
0
0
0
0
336
208
8,912.655971
5,347.593583
0
1,576
370.705882
671.975703
451,551.345588
0
0
0
1
0
0
0
0
0
393.875
315
525.333333
336
0
0
0
0
0
0
10
3,150
6
3,152
29,200
2,081
3
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.50-389-55724-6
192.168.10.50
55,724
192.168.10.3
389
6
03/07/2017 08:57:51
625
11
4
172
326
79
0
15.636364
31.449238
163
0
81.5
94.108094
796,800
24,000
44.642857
36.197338
128
1
625
62.5
44.895558
128
1
369
123
207.846097
363
3
0
0
0
0
368
144
17,600
6,400
0
163
31.125
57.860608
3,347.85
0
0
0
1
0
0
0
0
0
33.2
15.636364
81.5
368
0
0
0
0
0
0
11
172
4
326
29,200
2,081
4
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.50-88-37142-6
192.168.10.50
37,142
192.168.10.3
88
6
03/07/2017 08:57:51
1,155
9
6
3,226
3,232
1,613
0
358.444444
711.266144
1,616
0
538.666667
834.498812
5,591,341.991342
12,987.012987
82.5
196.309312
761
1
1,155
144.375
302.607212
891
1
1,039
207.8
311.552082
761
47
0
0
0
0
304
208
7,792.207792
5,194.805195
0
1,616
403.625
722.026765
521,322.65
0
0
0
1
0
0
0
0
0
430.533333
358.444444
538.666667
304
0
0
0
0
0
0
9
3,226
6
3,232
29,200
2,081
2
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.50-389-55730-6
192.168.10.50
55,730
192.168.10.3
389
6
03/07/2017 08:57:51
457
11
4
172
326
79
0
15.636364
31.449238
163
0
81.5
94.108094
1,089,715.536105
32,822.757112
32.642857
25.275732
82
1
457
45.7
34.496538
92
1
296
98.666667
128.710269
245
3
0
0
0
0
368
144
24,070.021882
8,752.73523
0
163
31.125
57.860608
3,347.85
0
0
0
1
0
0
0
0
0
33.2
15.636364
81.5
368
0
0
0
0
0
0
11
172
4
326
29,200
2,081
4
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.50-88-37148-6
192.168.10.50
37,148
192.168.10.3
88
6
03/07/2017 08:57:51
1,175
9
6
3,226
3,232
1,613
0
358.444444
711.266144
1,616
0
538.666667
834.498812
5,496,170.212766
12,765.957447
83.928571
210.590183
811
-1
1,175
146.875
309.230121
910
1
1,042
208.4
344.224926
811
3
0
0
0
0
304
208
7,659.574468
5,106.382979
0
1,616
403.625
722.026765
521,322.65
0
0
0
1
0
0
0
0
0
430.533333
358.444444
538.666667
304
0
0
0
0
0
0
9
3,226
6
3,232
29,200
260
2
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.50-88-37152-6
192.168.10.50
37,152
192.168.10.3
88
6
03/07/2017 08:58:00
54,462
11
6
2,868
2,790
1,430
0
260.727273
578.106061
1,395
0
465
720.374902
103,888.950094
312.144247
3,403.875
13,290.255914
53,238
1
54,462
5,446.2
16,833.59665
53,349
1
54,394
10,878.8
23,736.951177
53,336
1
0
0
0
0
368
208
201.975689
110.168558
0
1,430
314.333333
604.073622
364,904.941176
0
0
0
1
0
0
0
0
0
332.823529
260.727273
465
368
0
0
0
0
0
0
11
2,868
6
2,790
29,200
2,075
4
32
0
0
0
0
0
0
0
0
BENIGN
192.168.10.3-192.168.10.50-88-37154-6
192.168.10.50
37,154
192.168.10.3
88
6
03/07/2017 08:58:00
61,588
11
6
2,866
2,676
1,429
0
260.545455
577.701543
1,338
0
446
690.940229
89,985.062025
276.027798
3,849.25
15,210.007944
60,886
0
61,588
6,158.8
19,254.312485
60,956
0
61,569
12,313.8
27,208.499181
60,985
1
0
0
0
0
368
208
178.606222
97.421576
0
1,429
307.888889
592.019563
350,487.163399
0
0
0
1
0
0
0
0
0
326
260.545455
446
368
0
0
0
0
0
0
11
2,866
6
2,676
29,200
2,075
4
32
0
0
0
0
0
0
0
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BENIGN
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192.168.10.50
55,736
192.168.10.3
389
6
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22
12
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0
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42,597.35276
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285,298
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284,295
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85,287.170283
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0
720
400
77.112353
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203.085714
557.047647
310,302.080672
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1
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0
0
209.058824
271.363636
94.833333
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22
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12
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32
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0
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0
BENIGN
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192.168.10.9
1,044
192.168.10.3
49,666
6
03/07/2017 08:56:58
66,026,109
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34
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314.205128
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0
182.470588
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917,029.291667
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51,448,528
1
66,026,109
1,737,529.184211
8,430,941.980062
51,448,528
3
14,360,860
435,177.575758
1,743,332.609929
7,778,632
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0
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0
804
704
0.590675
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249.432432
373.922711
139,818.194002
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252.849315
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39
12,254
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6,204
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20
219,753.5
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213,944
6,960,254.5
857,916.394158
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192.168.10.3
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6
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1
1
6
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6
6
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6
6
0
169,014.084507
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20
14,084.507042
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6
6
20
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6
251
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BENIGN
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192.168.10.3
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6
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194
422.123057
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58,946,457
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59,002,797
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14,735,679.038713
58,946,457
1
15,124
1,512.4
4,428.921695
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560
368
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343.172414
714.192254
510,070.576355
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355.428571
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604.909091
560
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17
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32
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192.168.10.3
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6
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9
6
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345.555556
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518
802.482149
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13,032.14596
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212.75055
818
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1,151
143.875
344.07534
991
1
1,087
217.4
337.454886
818
47
0
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304
208
7,819.287576
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1,555
388.625
695.193582
483,294.116667
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414.533333
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304
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9
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32
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BENIGN
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192.168.10.3
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6
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10
4
165
326
79
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16.5
33.012624
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0
81.5
94.108094
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371
41.222222
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1
219
73
84.326745
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336
144
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163
32.733333
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35.071429
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81.5
336
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326
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4.666667
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64
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2
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237
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32
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0
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BENIGN
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192.168.10.12
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192.168.10.3
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6
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9
6
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1,554
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345.333333
685.24959
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518
802.482149
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1,145
143.125
301.416389
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1,059
211.8
329.108189
798
47
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304
208
7,860.262009
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1,554
388.5
694.969927
482,983.2
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414.4
345.333333
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304
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0
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32
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BENIGN
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192.168.10.12
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192.168.10.3
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6
03/07/2017 08:58:29
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12
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0
94.833333
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101,567
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15,414.117037
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1
100,772
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30,011.474874
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688
400
206.76007
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204.147059
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304,576.068627
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210.333333
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21
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BENIGN
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192.168.10.12
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192.168.10.3
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6
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39
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39
0
19.5
27.577164
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26
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1
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39
19.5
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64
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245
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32
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0
0
0
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0
0
0
BENIGN
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8.6.0.1
0
8.0.6.4
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0
03/07/2017 08:56:34
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1.929516
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2,274,525.810437
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119,719,148
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1.929516
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231
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-1
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0
8,721,243.6
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22,509,459
17
12,685,486
5,296,658.096422
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6,499,982
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104.97.95.20
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192.168.10.14
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6
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7
0
192
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31
6
27.428571
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31.857143
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192
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20
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0
37
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31
6
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17.67767
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22.666667
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34
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20
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37
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104.97.95.20
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192.168.10.14
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-1
1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.14-23.217.36.24-49480-443-6
23.217.36.24
443
192.168.10.14
49,480
6
03/07/2017 08:58:36
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
1
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
1,013
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.14-23.217.36.24-49480-443-6
23.217.36.24
443
192.168.10.14
49,480
6
03/07/2017 08:58:36
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
1
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
1,013
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.14-23.217.36.24-49480-443-6
23.217.36.24
443
192.168.10.14
49,480
6
03/07/2017 08:58:36
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
1
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
1,013
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
192.168.10.14-23.50.69.163-49488-80-6
23.50.69.163
80
192.168.10.14
49,488
6
03/07/2017 08:58:38
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
0
6
6
6
0
0
0
0
0
0
1
1
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
913
-1
1
20
0
0
0
0
0
0
0
0
BENIGN

cic-ids-2017-traffic-labeling

This is the traffic labeling dataset. It has mapping between 5-tuple of a flow to an actual label (benign or malicious). This is the base version where we only removed NaNs and renamed features properly.

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