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Asad1616
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network-intrusion-detection

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10M - 100M
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Header_Length
float64
0
60
Protocol Type
int32
0
47
Time_To_Live
float64
0
255
Rate
float64
0
15.7M
fin_flag_number
float64
0
1
syn_flag_number
float64
0
1
rst_flag_number
float64
0
1
psh_flag_number
float64
0
1
ack_flag_number
float64
0
1
ece_flag_number
float64
0
1
cwr_flag_number
float64
0
1
ack_count
int32
0
100
syn_count
int32
0
100
fin_count
int32
0
100
rst_count
int32
0
100
HTTP
float64
0
1
HTTPS
float64
0
1
DNS
float64
0
1
Telnet
float64
0
0.6
SMTP
float64
0
0.9
SSH
float64
0
1
IRC
float64
0
0.9
TCP
float64
0
1
UDP
float64
0
1
DHCP
float64
0
1
ARP
float64
0
1
ICMP
float64
0
1
IGMP
float64
0
1
IPv
float64
0
1
LLC
float64
0
1
Tot sum
int32
60
316k
Min
int32
42
13.6k
Max
int32
46
52.2k
AVG
float64
46
13.6k
Std
float64
0
11.7k
Tot size
float64
46
13.6k
IAT
float64
-0.02
78.6k
Number
int32
1
100
Variance
float64
0
136M
flow_id
int64
0
601B
Label
float64
0
33
flow_time_bin
int32
-18
78.6M
19.8
6
63.36
2,123.676722
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313
11
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20
6
64
22,124.190315
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1
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100
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0
0
0
0
1
1
6,000
60
60
60
0
60
0.000045
100
0
395
4
0
32
6
93.5
13,774.397373
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0
0
0.4
1
0
0
10
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0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
1
10,432
66
2,858
1,043.2
1,149.288553
1,043.2
0.000091
10
1,320,864.177778
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10
0
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64.64
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48,405.124062
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17
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102,776.378339
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17
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62.72
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17
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6
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39,539.064857
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6,000
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17
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17
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6,014
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7,633
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17
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6,000
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0
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