Differentially private transmission control protocol synchronise packet counts

被引：0

作者：

Mkuzangwe, Nenekazi Nokuthala P. ^{[1
,2
]}

Nelwamondo, Fulufhelo ^{[1
,2
]}

机构：

[1] Modelling and Digital Science, Council for Scientific and Industrial Research, P. O. Box 395, Pretoria,0001, South Africa

[2] Department of Electrical and Electronic Engineering Sciences, University of Johannesburg, P. O. Box 524, Johannesburg,2006, South Africa

来源：

International Journal of Network Security | 2019年 / 21卷 / 05期

关键词：

Anomaly detection - Denial-of-service attack - Packet networks - Intrusion detection - Signal detection;

D O I：

10.6633/IJNS.20190921(5).16

中图分类号：

学科分类号：

摘要：

Real Transmission Control Protocol synchronise (TCP SYN) packet counts availability will be of great benefit in anomaly detection. TCP SYN packet counts can be used for training intrusion detection system to detect a denial of service attack called TCP SYN ooding. 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. © 2019, International Journal of Network Security.

引用

页码：835 / 842

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