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
17,576
8,081
tcp
null
0.000003
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000002
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000002
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000006
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000222
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000208
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000006
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000001
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000005
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000002
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000003
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000005
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000005
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000001
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000192
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000168
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000182
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000001
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000189
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000191
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000178
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.0002
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000003
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000177
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000186
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000002
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000002
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000006
0
0
S0
0
S
2
80
0
0
Malicious
41,722
666
tcp
null
3.124232
0
0
S0
0
S
6
360
0
0
Malicious
18,088
80
tcp
null
0.000005
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000001
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000001
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000003
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000005
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000223
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000224
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000227
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.392533
0
0
REJ
0
Sr
2
80
2
80
Benign
17,832
37,215
tcp
null
0.861521
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,576
8,081
tcp
null
0.000013
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.00019
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000187
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000006
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000199
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000198
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000175
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000215
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000203
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000214
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000181
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.00022
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000211
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000215
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.00023
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000006
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000016
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000207
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000191
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000185
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000199
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000175
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000178
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000176
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.0002
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000192
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.00017
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000014
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000197
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000206
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000196
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000192
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000186
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000177
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000188
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000196
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000217
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000215
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000207
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000232
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000214
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000173
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000176
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000178
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000206
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000208
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000231
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.00023
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000214
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000201
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000205
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000199
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000206
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000171
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000194
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000202
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000174
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000176
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000194
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000227
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000212
0
0
S0
0
S
2
80
0
0
Malicious