Data
BOT-IoT

BOT-IoT

active ARFF Public Domain (CC0) Visibility: public Uploaded 16-05-2023 by Dat-Thinh Nguyen
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Botnet dataset, can be used for device profiling, attack detection, and detection classification

47 features

device (target)string5 unique values
0 missing
attack (target)string2 unique values
0 missing
category (target)string5 unique values
0 missing
subcategory (target)string8 unique values
0 missing
pkSeqIDnumeric3668522 unique values
0 missing
stimenumeric392259 unique values
0 missing
flgsstring9 unique values
0 missing
flgs_numbernumeric9 unique values
0 missing
protostring5 unique values
0 missing
proto_numbernumeric5 unique values
0 missing
saddrstring21 unique values
0 missing
sportnumeric65537 unique values
0 missing
daddrstring84 unique values
0 missing
dportnumeric7552 unique values
0 missing
pktsnumeric123 unique values
0 missing
bytesnumeric1633 unique values
0 missing
statestring11 unique values
0 missing
state_numbernumeric11 unique values
0 missing
ltimenumeric383624 unique values
0 missing
seqnumeric262212 unique values
0 missing
durnumeric612509 unique values
0 missing
meannumeric507089 unique values
0 missing
stddevnumeric421379 unique values
0 missing
sumnumeric934972 unique values
0 missing
minnumeric271147 unique values
0 missing
maxnumeric594525 unique values
0 missing
spktsnumeric91 unique values
0 missing
dpktsnumeric62 unique values
0 missing
sbytesnumeric1052 unique values
0 missing
dbytesnumeric472 unique values
0 missing
ratenumeric139677 unique values
0 missing
sratenumeric119709 unique values
0 missing
dratenumeric20714 unique values
0 missing
TnBPSrcIPnumeric8639 unique values
0 missing
TnBPDstIPnumeric7631 unique values
0 missing
TnP_PSrcIPnumeric1522 unique values
0 missing
TnP_PDstIPnumeric1587 unique values
0 missing
TnP_PerProtonumeric1560 unique values
0 missing
TnP_Per_Dportnumeric1582 unique values
0 missing
AR_P_Proto_P_SrcIPnumeric46289 unique values
0 missing
AR_P_Proto_P_DstIPnumeric39186 unique values
0 missing
N_IN_Conn_P_DstIPnumeric100 unique values
0 missing
N_IN_Conn_P_SrcIPnumeric100 unique values
0 missing
AR_P_Proto_P_Sportnumeric136207 unique values
0 missing
AR_P_Proto_P_Dportnumeric42237 unique values
0 missing
Pkts_P_State_P_Protocol_P_DestIPnumeric1595 unique values
0 missing
Pkts_P_State_P_Protocol_P_SrcIPnumeric1526 unique values
0 missing

19 properties

3668522
Number of instances (rows) of the dataset.
47
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
38
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
Average class difference between consecutive instances.
80.85
Percentage of numeric attributes.
0
Number of attributes divided by the number of instances.
0
Percentage of nominal attributes.
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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