Intrusion Detection Systems in Cloud Computing Paradigm: Analysis and Overview

نویسندگان

چکیده

Cloud computing paradigm is growing rapidly, and it allows users to get services via the Internet as pay-per-use convenient for developing, deploying, accessing mobile applications. Currently, security a requisite concern owning open distributed nature of cloud. Copious amounts data are responsible alluring hackers. Thus, developing efficacious IDS an imperative task. This article analyzed four intrusion detection systems attacks. Two standard benchmark datasets, namely, NSL-KDD UNSW-NB15, were used simulations. Additionally, this study highlights proliferating challenges sensitive user gives useful recommendations address identified issues. Finally, projected results show that hybridization method with support vector machine classifier outperforms existing techniques in case datasets investigated.

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ژورنال

عنوان ژورنال: Complexity

سال: 2022

ISSN: ['1099-0526', '1076-2787']

DOI: https://doi.org/10.1155/2022/3999039