Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach

被引：22

作者：

Aborujilah, Abdulaziz ^{[1
]}

Musa, Shahrulniza ^{[2
]}

机构：

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

[2] University Kuala Lumpur, Kuala Lumpur, Malaysia

来源：

Journal of Computer Networks and Communications | 2017年 / 2017卷

关键词：

Covariance matrix - HTTP - Denial-of-service attack - Network security;

D O I：

10.1155/2017/7674594

中图分类号：

学科分类号：

摘要：

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. © 2017 Abdulaziz Aborujilah and Shahrulniza Musa.

引用