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MrBinit
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network-intrusion-detection

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Header_Length
float64
Protocol Type
int32
Time_To_Live
float64
Rate
float64
fin_flag_number
float64
syn_flag_number
float64
rst_flag_number
float64
psh_flag_number
float64
ack_flag_number
float64
ece_flag_number
float64
cwr_flag_number
float64
ack_count
int32
syn_count
int32
fin_count
int32
rst_count
int32
HTTP
float64
HTTPS
float64
DNS
float64
Telnet
float64
SMTP
float64
SSH
float64
IRC
float64
TCP
float64
UDP
float64
DHCP
float64
ARP
float64
ICMP
float64
IGMP
float64
IPv
float64
LLC
float64
Tot sum
int32
Min
int32
Max
int32
AVG
float64
Std
float64
Tot size
float64
IAT
float64
Number
int32
Variance
float64
flow_id
int64
Label
float64
flow_time_bin
int32
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0
19.88
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65.91
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6,170
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61.7
17
61.7
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4,935
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47
64
4,679.471617
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57,812
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578.12
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5,003
13
0
20
6
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47,127.011236
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6
64
12,840.361243
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64
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47
64
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1
1
57,315
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573.15
48.5
573.15
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2,352.25
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13
0
19.8
6
63.36
37,593.474948
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20
6
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4
0
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17
65.91
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1
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0
0
0
0
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1
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60
114
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5.4
60.54
0.000035
100
29.16
5,424
1
0
8
17
64
29,094.783574
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0
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0
0
0
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1
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60
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5,482
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20
6
64
37,439.114523
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1
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60
0
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63.36
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6
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64
43,477.806572
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6,020
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20
6
64
33,953.727839
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60
0
60
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8
17
64
12,863.595657
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55,400
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554
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20
6
64
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20
6
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42.4
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1,797.76
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6
0
20
6
64
53,220.454257
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0
1
0
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17
65.91
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1
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0.000049
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1
6,693
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1
64
58,246.132482
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17
64
16,345.052804
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8
17
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50,840.048485
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6
64
37,762.708202
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60
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0
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64.58
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1
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105
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4.5
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100
20.25
6,937
9
0
0.4
47
64
1,875.077228
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57,296
74
578
572.96
50.4
572.96
0.000534
100
2,540.16
7,049
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0
8
17
64
32,917.155863
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1
6,023
60
73
60.23
1.632096
60.23
0.00003
100
2.663737
7,080
1
0
0
47
62.72
5,443.401295
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0
0
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0.02
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58,136
60
592
581.36
74.855216
581.36
0.000184
100
5,603.303434
7,214
11
0
8
17
64
44,620.255319
0
0
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0
0
0
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1
1
6,000
60
60
60
0
60
0.000022
100
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7,242
1
0
20
6
64
22,050.91215
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1
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6,000
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60
0
60
0.000047
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8
17
64
47,847.410449
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6
64
34,376.723219
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6,000
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60
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20
6
64
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1
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100
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6,000
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20
6
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15,101.0045
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1
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6,000
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60
60
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0.000066
100
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7,388
6
0
20
6
64
39,539.064857
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0
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6,000
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60
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0.000025
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7,395
2
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1
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40,485.559846
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6,000
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0.000025
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20
6
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44,421.775048
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1
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1
1
6,000
60
60
60
0
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0.000023
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7,470
4
0
8
17
64
13,586.550484
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6,000
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60
60
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0.000074
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7,583
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8
17
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20,437.090094
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6,000
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60
60
0
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0.000049
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7,620
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8.32
17
63.85
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0.01
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1
1
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0.01
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0.01
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6,014
60
74
60.14
1.4
60.14
0.000071
100
1.96
7,633
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0
8
17
64
95,411.828935
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6,000
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0.000011
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7,712
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0
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