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Differentially private transmission control protocol synchronise packet counts

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dc.contributor.author Mkuzangwe, Nenekazi NP
dc.contributor.author Nelwamondo, Fulufhelo V
dc.date.accessioned 2020-03-02T11:41:28Z
dc.date.available 2020-03-02T11:41:28Z
dc.date.issued 2019-09
dc.identifier.citation Mkuzangwe, N.N.P. and Nelwamondo, F.V. 2019. Differentially private transmission control protocol synchronise packet counts. International Journal of Network Security, v21(5), pp 835-842 en_US
dc.identifier.issn 1816-353X
dc.identifier.issn 1816-3548
dc.identifier.uri http://ijns.femto.com.tw/
dc.identifier.uri ijns-2019-v21-n5-p835-842.pdf
dc.identifier.uri DOI: 10.6633/IJNS.201909 21(5).16
dc.identifier.uri https://www.semanticscholar.org/paper/Differentially-Private-Transmission-Control-Packet-Mkuzangwe-Nelwamondo/2fbd2e23b27f86fa4bc464c7508c636191be221a
dc.identifier.uri http://hdl.handle.net/10204/11317
dc.description Copyright: 2019 International Journal of Network Security. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, kindly consult the publisher's website. en_US
dc.description.abstract Real Transmission Control Protocol synchronise (TCP SYN) packet counts availability will be of great benefit in anomaly detection. TCP SYN packet counts can beused for training intrusion detection system to detect a denial of service attack called TCP SYN flooding. However, there are privacy and legal issues that limit the direct release of such data to the public. This work aims at providing differentially private TCP SYN packet counts. Utility evaluation indicates that the differentially private counts can be used to make inferences at certain thresholds of the anomaly based detection algorithm with minimum information loss while preserving privacy. en_US
dc.language.iso en en_US
dc.publisher International Journal of Network Security en_US
dc.relation.ispartofseries Worklist;International Journal of Network Security
dc.subject Anomaly detection algorithms en_US
dc.subject Differential privacy en_US
dc.subject TCP SYN Packets en_US
dc.title Differentially private transmission control protocol synchronise packet counts en_US
dc.type Article en_US
dc.identifier.apacitation Mkuzangwe, N. N., & Nelwamondo, F. V. (2019). Differentially private transmission control protocol synchronise packet counts. http://hdl.handle.net/10204/11317 en_ZA
dc.identifier.chicagocitation Mkuzangwe, Nenekazi NP, and Fulufhelo V Nelwamondo "Differentially private transmission control protocol synchronise packet counts." (2019) http://hdl.handle.net/10204/11317 en_ZA
dc.identifier.vancouvercitation Mkuzangwe NN, Nelwamondo FV. Differentially private transmission control protocol synchronise packet counts. 2019; http://hdl.handle.net/10204/11317. en_ZA
dc.identifier.ris TY - Article AU - Mkuzangwe, Nenekazi NP AU - Nelwamondo, Fulufhelo V AB - Real Transmission Control Protocol synchronise (TCP SYN) packet counts availability will be of great benefit in anomaly detection. TCP SYN packet counts can beused for training intrusion detection system to detect a denial of service attack called TCP SYN flooding. However, there are privacy and legal issues that limit the direct release of such data to the public. This work aims at providing differentially private TCP SYN packet counts. Utility evaluation indicates that the differentially private counts can be used to make inferences at certain thresholds of the anomaly based detection algorithm with minimum information loss while preserving privacy. DA - 2019-09 DB - ResearchSpace DP - CSIR KW - Anomaly detection algorithms KW - Differential privacy KW - TCP SYN Packets LK - https://researchspace.csir.co.za PY - 2019 SM - 1816-353X SM - 1816-3548 T1 - Differentially private transmission control protocol synchronise packet counts TI - Differentially private transmission control protocol synchronise packet counts UR - http://hdl.handle.net/10204/11317 ER - en_ZA


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