Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach
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...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2017-01-01
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| Series: | Journal of Computer Networks and Communications |
| Online Access: | http://dx.doi.org/10.1155/2017/7674594 |
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| _version_ | 1832558537368141824 |
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| author | Abdulaziz Aborujilah Shahrulniza Musa |
| author_facet | Abdulaziz Aborujilah Shahrulniza Musa |
| author_sort | Abdulaziz Aborujilah |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-76f47f5bc0e048479341305f911ee569 |
| institution | Kabale University |
| issn | 2090-7141 2090-715X |
| language | English |
| publishDate | 2017-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Computer Networks and Communications |
| spelling | doaj-art-76f47f5bc0e048479341305f911ee5692025-02-03T01:32:13ZengWileyJournal of Computer Networks and Communications2090-71412090-715X2017-01-01201710.1155/2017/76745947674594Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix ApproachAbdulaziz Aborujilah0Shahrulniza Musa1Malaysian Institute of Information Technology (MIIT), University Kuala Lumpur, Kuala Lumpur, MalaysiaUniversity Kuala Lumpur, Kuala Lumpur, MalaysiaIn 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.http://dx.doi.org/10.1155/2017/7674594 |
| spellingShingle | Abdulaziz Aborujilah Shahrulniza Musa Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach Journal of Computer Networks and Communications |
| title | Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach |
| title_full | Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach |
| title_fullStr | Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach |
| title_full_unstemmed | Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach |
| title_short | Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach |
| title_sort | cloud based ddos http attack detection using covariance matrix approach |
| url | http://dx.doi.org/10.1155/2017/7674594 |
| work_keys_str_mv | AT abdulazizaborujilah cloudbasedddoshttpattackdetectionusingcovariancematrixapproach AT shahrulnizamusa cloudbasedddoshttpattackdetectionusingcovariancematrixapproach |