Data
bot-iot-all-features

bot-iot-all-features

active ARFF Public Domain (CC0) Visibility: public Uploaded 07-08-2019 by Yuliya Khan
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The BoT-IoT dataset was created by designing a realistic network environment in the Cyber Range Lab of The center of UNSW Canberra Cyber. The environment incorporates a combination of normal and botnet traffic. Free use of the Bot-IoT dataset for academic research purposes is hereby granted in perpetuity. Use for commercial purposes should be agreed by the authors. The authors have asserted their rights under the Copyright. To whom intent the use of the Bot-IoT dataset, please cite the following paper that has the dataset’s details.

0 features

attack (target)numeric2 unique values
0 missing
pkSeqID (row identifier)numeric3668522 unique values
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stimenumeric392259 unique values
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flgsnominal9 unique values
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flgs_numbernumeric9 unique values
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protonominal5 unique values
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proto_numbernumeric5 unique values
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saddrnominal21 unique values
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sportnominal65541 unique values
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daddrnominal84 unique values
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dportnominal7698 unique values
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pktsnumeric123 unique values
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bytesnumeric1633 unique values
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statenominal11 unique values
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state_numbernumeric11 unique values
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ltimenumeric383624 unique values
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seqnumeric262212 unique values
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durnumeric612509 unique values
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meannumeric507089 unique values
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stddevnumeric421379 unique values
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sumnumeric934972 unique values
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minnumeric182498 unique values
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maxnumeric594525 unique values
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spktsnumeric91 unique values
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dpktsnumeric62 unique values
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sbytesnumeric1052 unique values
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dbytesnumeric472 unique values
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ratenumeric139677 unique values
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sratenumeric119709 unique values
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dratenumeric8774 unique values
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TnBPSrcIPnumeric8639 unique values
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TnBPDstIPnumeric7631 unique values
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TnP_PSrcIPnumeric1522 unique values
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TnP_PDstIPnumeric1587 unique values
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TnP_PerProtonumeric1560 unique values
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TnP_Per_Dportnumeric1582 unique values
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AR_P_Proto_P_SrcIPnumeric46289 unique values
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AR_P_Proto_P_DstIPnumeric39186 unique values
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N_IN_Conn_P_DstIPnumeric100 unique values
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N_IN_Conn_P_SrcIPnumeric100 unique values
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AR_P_Proto_P_Sportnumeric136207 unique values
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AR_P_Proto_P_Dportnumeric42237 unique values
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Pkts_P_State_P_Protocol_P_DestIPnumeric1595 unique values
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Pkts_P_State_P_Protocol_P_SrcIPnumeric1526 unique values
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categorynominal5 unique values
0 missing
subcategorynominal8 unique values
0 missing

0 properties

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1 tasks

0 runs - estimation_procedure: 50 times Clustering - target_feature: attack
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