destination_port
int64
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
54,865
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
33
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,054
109
1
1
6
6
6
6
6
0
6
6
6
0
110,091.7431
18,348.62385
109
0
109
109
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
9,174.311927
9,174.311927
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
29
256
0
20
0
0
0
0
0
0
0
0
BENIGN
55,055
52
1
1
6
6
6
6
6
0
6
6
6
0
230,769.2308
38,461.53846
52
0
52
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
19,230.76923
19,230.76923
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
29
256
0
20
0
0
0
0
0
0
0
0
BENIGN
46,236
34
1
1
6
6
6
6
6
0
6
6
6
0
352,941.1765
58,823.52941
34
0
34
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
29,411.76471
29,411.76471
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
31
329
0
20
0
0
0
0
0
0
0
0
BENIGN
54,863
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
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
54,871
1,022
2
0
12
0
6
6
6
0
0
0
0
0
11,741.68297
1,956.947162
1,022
0
1,022
1,022
1,022
1,022
0
1,022
1,022
0
0
0
0
0
0
0
0
0
40
0
1,956.947162
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
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
54,925
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
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
54,925
42
1
1
6
6
6
6
6
0
6
6
6
0
285,714.2857
47,619.04762
42
0
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
23,809.52381
23,809.52381
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
32
256
0
20
0
0
0
0
0
0
0
0
BENIGN
9,282
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
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,153
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
14.433757
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
946
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,143
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
14.433757
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
980
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,144
1
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
37,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
0
0
0
40
0
2,000,000
0
6
31
22.666667
14.433757
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
980
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,145
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
14.433757
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
980
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,254
3
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
14,300,000
1,000,000
1.5
0.707107
2
1
3
1.5
0.707107
2
1
0
0
0
0
0
0
0
0
0
60
0
1,000,000
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
946
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
36,206
54
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
0
1
0
939
1,269
0
32
0
0
0
0
0
0
0
0
BENIGN
53,524
1
2
0
0
0
0
0
0
0
0
0
0
0
0
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
64
0
2,000,000
0
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
0
0
130
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,524
154
1
1
0
0
0
0
0
0
0
0
0
0
0
12,987.01299
154
0
154
154
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
6,493.506494
6,493.506494
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
130
65,535
0
32
0
0
0
0
0
0
0
0
BENIGN
53,526
1
2
0
0
0
0
0
0
0
0
0
0
0
0
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
64
0
2,000,000
0
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
0
0
130
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,526
118
1
1
0
0
0
0
0
0
0
0
0
0
0
16,949.15254
118
0
118
118
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
8,474.576271
8,474.576271
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
130
65,535
0
32
0
0
0
0
0
0
0
0
BENIGN
53,527
239
1
1
0
0
0
0
0
0
0
0
0
0
0
8,368.200837
239
0
239
239
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
4,184.100418
4,184.100418
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
130
65,535
0
32
0
0
0
0
0
0
0
0
BENIGN
53,528
1
3
0
0
0
0
0
0
0
0
0
0
0
0
3,000,000
0.5
0.707107
1
0
1
0.5
0.707107
1
0
0
0
0
0
0
0
0
0
0
96
0
3,000,000
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
96
0
0
0
0
0
0
3
0
0
0
130
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,527
1
2
0
0
0
0
0
0
0
0
0
0
0
0
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
64
0
2,000,000
0
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
0
0
130
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
55,035
4
2
0
248
0
217
31
124
131.521861
0
0
0
0
62,000,000
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
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
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,275
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
0
60
0
0
0
0
0
0
3
254
0
0
123
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
55,277
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
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
35,095
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,850
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
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
43,248
54
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
0
1
0
59
439
0
32
0
0
0
0
0
0
0
0
BENIGN
8,678
42
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
1,023,809.524
71,428.57143
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
0
60
0
0
0
0
0
0
3
43
0
0
64
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
55,063
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
14.433757
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
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,203
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
14.433757
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
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,140
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
14.433757
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
55,180
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
55,156
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
14.433757
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
55,096
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
14.433757
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
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,085
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
14.433757
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
8,689
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
8,817
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
8,816
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
8,886
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
60,350
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
60,346
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
60,352
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
8,833
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
9,331
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
9,175
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
8,693
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
8,695
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
8,690
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
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
8,694
123
1
1
6
6
6
6
6
0
6
6
6
0
97,560.97561
16,260.1626
123
0
123
123
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
8,130.081301
8,130.081301
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
57,683
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
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
57,662
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
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
54,864
49
2
0
12
0
6
6
6
0
0
0
0
0
244,897.9592
40,816.32653
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
351
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,680
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
377
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
60,954
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
21,739.13043
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
57,681
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
424
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,270
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
55,271
251,170
3
0
18
0
6
6
6
0
0
0
0
0
71.66461
11.944102
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
57,674
49
2
0
12
0
6
6
6
0
0
0
0
0
244,897.9592
40,816.32653
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
50,485
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
57,686
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
1
20
0
0
0
0
0
0
0
0
BENIGN
33,666
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
8,883
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
40,929
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,884
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
40,929
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,245
96
1
1
6
6
6
6
6
0
6
6
6
0
125,000
20,833.33333
96
0
96
96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
10,416.66667
10,416.66667
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
55,150
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
55,043
0
2
0
12
0
6
6
6
0
0
0
0
0
null
null
0
0
0
0
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
55,040
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
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,039
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
55,043
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
55,039
75
1
1
6
6
6
6
6
0
6
6
6
0
160,000
26,666.66667
75
0
75
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
13,333.33333
13,333.33333
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
55,040
32
1
1
6
6
6
6
6
0
6
6
6
0
375,000
62,500
32
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
0
20
0
0
0
0
0
0
0
0
BENIGN
53
71,693
2
2
74
176
37
37
37
0
88
88
88
0
3,487.09079
55.793453
23,897.66667
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
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
60,738
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
21
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
34,805
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
34,805
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
21
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
139
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
443
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
443
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
80
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
80
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
443
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
443
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
443
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
443
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
443
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
53
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
53
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
445
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
80
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
53
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
8,080
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
80
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
80
28,315
1
1
6
6
6
6
6
0
6
6
6
0
423.803638
70.63394
28,315
0
28,315
28,315
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
35.31697
35.31697
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
274
1,024
0
20
0
0
0
0
0
0
0
0
BENIGN
80
28,466
1
1
6
6
6
6
6
0
6
6
6
0
421.55554
70.259257
28,466
0
28,466
28,466
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
35.129628
35.129628
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
274
1,024
0
20
0
0
0
0
0
0
0
0
BENIGN
443
101,027,175
14
12
1,029
991
460
0
73.5
150.040379
456
0
82.583333
132.108398
19.99462
0.257356
4,041,087
13,900,000
58,500,000
1
101,000,000
7,771,321.154
18,900,000
58,600,000
1
101,000,000
9,176,957.273
20,300,000
58,600,000
1
1
0
0
0
448
384
0.138577
0.11878
0
460
76.518519
136.739047
18,697.56695
0
1
0
0
1
0
0
0
0
79.461538
73.5
82.583333
448
0
0
0
0
0
0
14
1,029
12
991
428
407
5
32
1,048,172
1,296,391.188
1,964,859
131,485
49,400,000
12,900,000
58,500,000
40,300,000
BENIGN
53
330
2
2
74
198
37
37
37
0
99
99
99
0
824,242.4242
12,121.21212
110
187.928178
327
1
1
1
0
1
1
2
2
0
2
2
0
0
0
0
40
40
6,060.606061
6,060.606061
37
99
61.8
33.958799
1,153.2
0
0
0
0
0
0
0
0
1
77.25
37
99
40
0
0
0
0
0
0
2
74
2
198
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
221
2
2
74
106
37
37
37
0
53
53
53
0
814,479.638
18,099.54751
73.666667
87.11678
171
3
47
47
0
47
47
3
3
0
3
3
0
0
0
0
40
40
9,049.773756
9,049.773756
37
53
43.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
54.25
37
53
40
0
0
0
0
0
0
2
74
2
106
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
302
2
2
70
460
35
35
35
0
230
230
230
0
1,754,966.887
13,245.03311
100.666667
133.061389
252
2
2
2
0
2
2
48
48
0
48
48
0
0
0
0
64
80
6,622.516556
6,622.516556
35
230
113
106.805899
11,407.5
0
0
0
0
0
0
0
0
1
141.25
35
230
64
0
0
0
0
0
0
2
70
2
460
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN

cic-ids-2017-machine-learning-cve

This is the dataset originally appeared in cic-ids 2017. This dataset has not gone through any cleaning stages. We simply made sure that all rows contain valid data and all features are named property.

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