Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach-Reference-Cited by-同舟云学术

Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach

Published:2017 Issue: Volume:2017 Page:1-8
ISSN:2090-7141
Container-title:Journal of Computer Networks and Communications
language:en
Short-container-title:Journal of Computer Networks and Communications

Author:

Aborujilah Abdulaziz¹^ORCID,Musa Shahrulniza²^ORCID

Affiliation:

1. Malaysian Institute of Information Technology (MIIT), University Kuala Lumpur, Kuala Lumpur, Malaysia

2. University Kuala Lumpur, Kuala Lumpur, Malaysia

Abstract

In this era of technology, cloud computing technology has become essential part of the IT services used the daily life. In this regard, website hosting services are gradually moving to the cloud. This adds new valued feature to the cloud-based websites and at the same time introduces new threats for such services. DDoS attack is one such serious threat. Covariance matrix approach is used in this article to detect such attacks. The results were encouraging, according to confusion matrix and ROC descriptors.

Publisher

Hindawi Limited

Subject

Computer Networks and Communications,Information Systems

Link

http://downloads.hindawi.com/journals/jcnc/2017/7674594.pdf

Reference9 articles.

1. Cloud security defence to protect cloud computing against HTTP-DoS and XML-DoS attacks

2. Covariance-Matrix Modeling and Detecting Various Flooding Attacks

3. An Experimental Evaluation of the EDoS-Shield Mitigation Technique for Securing the Cloud

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