Datasets:
19kmunz
/
iot-23-preprocessed

Dataset card Data Studio Files
xet
Community
1
id.orig_p
int64
0
65.5k
id.resp_p
int64
0
65.5k
proto
stringclasses
3 values
service
stringclasses
6 values
duration
float64
0
78.8k
⌀
orig_bytes
int64
0
1.74B
⌀
resp_bytes
int64
0
337M
⌀
conn_state
stringclasses
13 values
missed_bytes
int64
0
20.3k
history
stringlengths
1
12
⌀
orig_pkts
int64
0
66M
orig_ip_bytes
int64
0
1.91B
resp_pkts
int64
0
239k
resp_ip_bytes
int64
0
350M
label
stringclasses
2 values
41,744
666
tcp
null
0.000013
0
0
S0
0
S
2
120
0
0
Malicious
17,576
8,081
tcp
null
0.000008
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000243
0
0
S0
0
S
2
80
0
0
Malicious
3
10
icmp
null
0.000013
80
0
OTH
0
null
2
136
0
0
Benign
123
123
udp
null
0.39155
96
96
SF
0
Dd
2
152
2
152
Benign
123
123
udp
null
0.267613
96
96
SF
0
Dd
2
152
2
152
Benign
18,344
52,869
tcp
null
0.31581
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,832
37,215
tcp
null
0.425754
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,088
8,080
tcp
null
0.000009
0
0
S0
0
S
2
80
0
0
Malicious
123
123
udp
null
0.338829
96
96
SF
0
Dd
2
152
2
152
Benign
41,744
666
tcp
null
0.000005
0
0
S0
0
S
2
120
0
0
Malicious
18,088
8,080
tcp
null
0.05172
0
0
REJ
0
Sr
2
80
2
80
Benign
3
1
icmp
null
0.000004
56
0
OTH
0
null
2
112
0
0
Benign
3
10
icmp
null
0.000014
80
0
OTH
0
null
2
136
0
0
Benign
17,576
8,081
tcp
null
0.00024
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.459229
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,344
52,869
tcp
null
0.000242
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.345801
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,344
52,869
tcp
null
0.313584
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,576
8,081
tcp
null
0.507467
0
0
REJ
0
Sr
2
80
2
80
Benign
18,088
8,080
tcp
null
0.252123
0
0
REJ
0
Sr
2
80
2
80
Benign
18,344
52,869
tcp
null
0.500219
0
0
REJ
0
Sr
2
80
2
80
Malicious
123
123
udp
null
0.004493
96
96
SF
0
Dd
2
152
2
152
Benign
18,088
8,080
tcp
null
0.059715
0
0
REJ
0
Sr
2
80
2
80
Benign
3
13
icmp
null
0.000013
56
0
OTH
0
null
2
112
0
0
Benign
3
13
icmp
null
0.000012
56
0
OTH
0
null
2
112
0
0
Benign
18,344
52,869
tcp
null
0.000241
0
0
S0
0
S
2
80
0
0
Malicious
123
123
udp
null
0.005239
96
96
SF
0
Dd
2
152
2
152
Benign
18,344
52,869
tcp
null
0.32657
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,088
80
tcp
null
0.093944
0
0
RSTO
0
ShR
4
160
2
88
Benign
39,444
80
tcp
null
3.15045
0
0
S0
0
S
6
360
0
0
Malicious
41,748
666
tcp
null
3.082241
0
0
S0
0
S
6
360
0
0
Malicious
17,576
8,081
tcp
null
0.40328
0
0
REJ
0
Sr
2
80
2
80
Benign
41,748
666
tcp
null
0.000006
0
0
S0
0
S
2
120
0
0
Malicious
17,832
37,215
tcp
null
0.448001
0
0
REJ
0
Sr
2
80
2
80
Malicious
41,748
666
tcp
null
0.084957
0
0
REJ
0
Sr
2
120
2
80
Malicious
17,832
37,215
tcp
null
0.000181
0
0
S0
0
S
2
80
0
0
Malicious
123
123
udp
null
0.111948
96
96
SF
0
Dd
2
152
2
152
Benign
18,088
8,080
tcp
null
1.299257
0
0
REJ
0
Sr
2
80
2
80
Benign
123
123
udp
null
0.027736
96
96
SF
0
Dd
2
152
2
152
Benign
18,344
52,869
tcp
null
0.370053
0
0
REJ
0
Sr
2
80
2
80
Malicious
11
0
icmp
null
0.000007
136
0
OTH
0
null
2
192
0
0
Benign
18,088
8,080
tcp
null
0.082953
0
0
REJ
0
Sr
2
80
2
80
Benign
123
123
udp
null
0.005751
96
96
SF
0
Dd
2
152
2
152
Benign
18,344
52,869
tcp
null
0.334058
0
0
REJ
0
Sr
2
80
2
80
Malicious
123
123
udp
null
0.043223
96
96
SF
0
Dd
2
152
2
152
Benign
18,344
52,869
tcp
null
0.431763
0
0
REJ
0
Sr
2
80
2
80
Malicious
123
123
udp
null
0.023737
96
96
SF
0
Dd
2
152
2
152
Benign
3
1
icmp
null
0.000005
80
0
OTH
0
null
2
136
0
0
Benign
3
1
icmp
null
0.000006
80
0
OTH
0
null
2
136
0
0
Benign
17,576
8,081
tcp
null
0.481972
0
0
REJ
0
Sr
2
80
2
80
Benign
11
0
icmp
null
0.000005
80
0
OTH
0
null
2
136
0
0
Benign
41,750
666
tcp
null
3.211164
0
0
REJ
0
Sr
6
360
2
80
Malicious
3
10
icmp
null
0.000008
80
0
OTH
0
null
2
136
0
0
Benign
18,344
52,869
tcp
null
0.360794
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,576
8,081
tcp
null
0.000245
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.376039
0
0
REJ
0
Sr
2
80
2
80
Malicious
123
123
udp
null
0.238369
96
96
SF
0
Dd
2
152
2
152
Benign
18,344
52,869
tcp
null
0.291591
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,576
8,081
tcp
null
0.375787
0
0
REJ
0
Sr
2
80
2
80
Benign
3
10
icmp
null
0.000007
80
0
OTH
0
null
2
136
0
0
Benign
18,088
8,080
tcp
null
0.000233
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.44474
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,832
37,215
tcp
null
0.000241
0
0
S0
0
S
2
80
0
0
Malicious
41,752
666
tcp
null
3.101232
0
0
S0
0
S
6
360
0
0
Malicious
18,088
80
tcp
null
0.000014
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.368532
0
0
RSTO
0
ShR
4
160
2
88
Benign
11
0
icmp
null
0.000008
80
0
OTH
0
null
2
136
0
0
Benign
44,720
80
tcp
null
3.113728
0
0
S0
0
S
6
360
0
0
Malicious
123
123
udp
null
0.226128
96
96
SF
0
Dd
2
152
2
152
Benign
41,752
666
tcp
null
0.000008
0
0
S0
0
S
2
120
0
0
Malicious
17,576
8,081
tcp
null
0.327066
0
0
REJ
0
Sr
2
80
2
80
Benign
18,088
80
tcp
null
2.019854
0
0
S0
0
S
4
160
0
0
Malicious
18,088
80
tcp
null
0.076943
0
0
REJ
0
Sr
2
80
2
80
Benign
17,832
37,215
tcp
null
0.556437
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,088
80
tcp
null
0.284328
0
0
RSTO
0
ShR
4
160
2
88
Benign
46,144
80
tcp
null
3.109975
0
0
S0
0
S
6
360
0
0
Malicious
41,752
666
tcp
null
0.103192
0
0
REJ
0
Sr
2
120
2
80
Malicious
18,088
80
tcp
null
0.000253
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.07792
0
0
RSTO
0
ShR
4
160
2
88
Benign
32,844
80
tcp
null
3.093479
0
0
S0
0
S
6
360
0
0
Malicious
63,751
22
tcp
null
13.104976
1,008
2,496
OTH
0
DdA
136
9,088
80
9,152
Benign
3
10
icmp
null
0.000005
80
0
OTH
0
null
2
136
0
0
Benign
3
10
icmp
null
0.000009
80
0
OTH
0
null
2
136
0
0
Benign
11
0
icmp
null
0.000006
80
0
OTH
0
null
2
136
0
0
Benign
18,344
52,869
tcp
null
0.355294
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,832
37,215
tcp
null
0.00024
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.059218
0
0
REJ
0
Sr
2
80
2
80
Benign
123
123
udp
null
0.035976
96
96
SF
0
Dd
2
152
2
152
Benign
123
123
udp
null
0.005501
96
96
SF
0
Dd
2
152
2
152
Benign
123
123
udp
null
0.027485
96
96
SF
0
Dd
2
152
2
152
Benign
18,088
8,080
tcp
null
0.21413
0
0
REJ
0
Sr
2
80
2
80
Benign
41,760
666
tcp
null
0.074957
0
0
REJ
0
Sr
2
120
2
80
Malicious
123
123
udp
null
0.001996
96
96
SF
0
Dd
2
152
2
152
Benign
123
123
udp
null
0.002752
96
96
SF
0
Dd
2
152
2
152
Benign
17,832
37,215
tcp
null
0.975934
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,832
37,215
tcp
null
0.475475
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,344
52,869
tcp
null
1.355001
0
0
REJ
0
Sr
2
80
2
80
Malicious
18,344
52,869
tcp
null
0.000239
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.325074
0
0
REJ
0
Sr
2
80
2
80
Malicious