Datasets:
19kmunz
/
iot-23-preprocessed

Dataset card Viewer Files 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
17,832
37,215
tcp
null
0.000209
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000226
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000229
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000223
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000218
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000219
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.00022
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000204
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000218
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000014
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000211
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000209
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000217
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000213
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000004
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000184
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000203
0
0
S0
0
S
2
80
0
0
Malicious
41,722
666
tcp
null
0.000015
0
0
S0
0
S
2
120
0
0
Malicious
18,344
52,869
tcp
null
0.000231
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000226
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000204
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000211
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000228
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000226
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000227
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000211
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000217
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000216
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000004
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000016
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000219
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000209
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000201
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000231
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000231
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000004
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000235
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000212
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000194
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000218
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000003
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.109688
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,576
8,081
tcp
null
0.000198
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000203
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000212
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000012
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.0002
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000202
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000189
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000223
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000216
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000216
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.00002
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000207
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.00021
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000209
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.610873
0
0
RSTO
0
ShR
4
160
2
88
Benign
18,344
52,869
tcp
null
0.000207
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000212
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000004
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000218
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000228
0
0
S0
0
S
2
80
0
0
Malicious
60,996
80
tcp
null
3.121737
0
0
S0
0
S
6
360
0
0
Malicious
18,344
52,869
tcp
null
0.000197
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000224
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000234
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000214
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.00022
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.178899
0
0
REJ
0
Sr
2
80
2
80
Malicious
17,576
8,081
tcp
null
0.00017
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000215
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.00022
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000227
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000211
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000205
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.00021
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000208
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.137666
0
0
REJ
0
Sr
2
80
2
80
Malicious
41,722
666
tcp
null
0.000014
0
0
S0
0
S
2
120
0
0
Malicious
18,088
8,080
tcp
null
0.000209
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.00021
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000219
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000208
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000196
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000223
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000221
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000222
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000213
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000225
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000224
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.00022
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.000015
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000204
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.491991
0
0
REJ
0
Sr
2
80
2
80
Benign
18,344
52,869
tcp
null
0.000213
0
0
S0
0
S
2
80
0
0
Malicious
17,576
8,081
tcp
null
0.000015
0
0
S0
0
S
2
80
0
0
Malicious
18,344
52,869
tcp
null
0.00021
0
0
S0
0
S
2
80
0
0
Malicious
18,088
8,080
tcp
null
0.000226
0
0
S0
0
S
2
80
0
0
Malicious
18,088
80
tcp
null
0.000201
0
0
S0
0
S
2
80
0
0
Malicious
17,832
37,215
tcp
null
0.000203
0
0
S0
0
S
2
80
0
0
Malicious