Mkuzangwe, Nenekazi NPNelwamondo, Fulufhelo V2020-03-022020-03-022019-09Mkuzangwe, N.N.P. and Nelwamondo, F.V. 2019. Differentially private transmission control protocol synchronise packet counts. International Journal of Network Security, v21(5), pp 835-8421816-353X1816-3548http://ijns.femto.com.tw/ijns-2019-v21-n5-p835-842.pdfDOI: 10.6633/IJNS.201909 21(5).16https://www.semanticscholar.org/paper/Differentially-Private-Transmission-Control-Packet-Mkuzangwe-Nelwamondo/2fbd2e23b27f86fa4bc464c7508c636191be221ahttp://hdl.handle.net/10204/11317Copyright: 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.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.enAnomaly detection algorithmsDifferential privacyTCP SYN PacketsArticleMkuzangwe, N. N., & Nelwamondo, F. V. (2019). Differentially private transmission control protocol synchronise packet counts. http://hdl.handle.net/10204/11317Mkuzangwe, Nenekazi NP, and Fulufhelo V Nelwamondo "Differentially private transmission control protocol synchronise packet counts." (2019) http://hdl.handle.net/10204/11317Mkuzangwe NN, Nelwamondo FV. Differentially private transmission control protocol synchronise packet counts. 2019; http://hdl.handle.net/10204/11317.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 -