Network anomaly detection using a cross‐correlation‐based long‐range dependence analysis

Author:

AsSadhan Basil1ORCID,Alzoghaiby Abraham2ORCID,Binsalleeh Hamad3,Kyriakopoulos Konstantinos G.4,Lambotharan Sangarapillai4

Affiliation:

1. Department of Electrical Engineering King Saud University Riyadh Saudi Arabia

2. National Center for Radar and EW King Abdulaziz City for Science and Technology Riyadh Saudi Arabia

3. Department of Computer Science Al‐Imam Mohammad Ibn Saud Islamic University Riyadh Saudi Arabia

4. Wolfson School of Mechanical, Electrical and Manufacturing Engineering Loughborough University Loughborough UK

Funder

Gulf Science, Innovation, and Knowledge Economy Programme of the U.K. Government

Research Center at the College of Engineering, King Saud University.

Publisher

Wiley

Subject

Computer Networks and Communications,Computer Science Applications

Reference44 articles.

1. The zettabyte era: trends and analysis.Cisco Systems.tech. rep. Cisco San Jose CA USA;2015.https://www.cisco.com/c/en/us/solutions/service-provider/

2. BarfordP KlineJ.A signal analysis of network traffic anomalies. In: The 2ndacm sigcomm workshop on internet measurement;2002:71‐82.

3. Anomaly detection

4. Hunting attacks in the dark: clustering and correlation analysis for unsupervised anomaly detection

5. Cloud in the crosshairs.14th Annual Worldwide Infrastructure Security Report.tech. rep. NETSCOUT Systems Inc;2019.https://www.netscout.com/report/

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