A Study On AI-Driven Solutions for Cloud Security Platform
Cloud computing has developed as a reliable approach to adopting various services inherent in data management but has its weaknesses in terms of security risks such as unauthorized access, data leakage or any other threats from insiders. This paper examines the role of AI in the improvement of cl...
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| Format: | Article |
| Language: | English English |
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INTI International University
2024
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| Online Access: | http://eprints.intimal.edu.my/2109/ http://eprints.intimal.edu.my/2109/2/647 http://eprints.intimal.edu.my/2109/3/ij2024_53r.pdf |
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| author | Menaga, Segar Mohamad Fadli, Zolkipli |
| author_facet | Menaga, Segar Mohamad Fadli, Zolkipli |
| author_sort | Menaga, Segar |
| building | INTI Institutional Repository |
| collection | Online Access |
| description | Cloud computing has developed as a reliable approach to adopting various services inherent in
data management but has its weaknesses in terms of security risks such as unauthorized access,
data leakage or any other threats from insiders. This paper examines the role of AI in the
improvement of cloud security with specific emphasis on deep learning, ensemble learning and
lightweight AI approaches. Cognitive tasks comprise integration, computational cost, and the
ethical effect of the algorithm are identified and discussed. Real-world applications and
possibilities for further development, such as federated learning and XAI, are also described in
order to give recommendations for the effective application of AI-based cloud security. Finally,
this research seeks to help organizations protect cloud structures and resources using intentioned
AI solutions. |
| first_indexed | 2025-11-14T11:58:51Z |
| format | Article |
| id | intimal-2109 |
| institution | INTI International University |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T11:58:51Z |
| publishDate | 2024 |
| publisher | INTI International University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | intimal-21092025-07-12T07:48:06Z http://eprints.intimal.edu.my/2109/ A Study On AI-Driven Solutions for Cloud Security Platform Menaga, Segar Mohamad Fadli, Zolkipli Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software Cloud computing has developed as a reliable approach to adopting various services inherent in data management but has its weaknesses in terms of security risks such as unauthorized access, data leakage or any other threats from insiders. This paper examines the role of AI in the improvement of cloud security with specific emphasis on deep learning, ensemble learning and lightweight AI approaches. Cognitive tasks comprise integration, computational cost, and the ethical effect of the algorithm are identified and discussed. Real-world applications and possibilities for further development, such as federated learning and XAI, are also described in order to give recommendations for the effective application of AI-based cloud security. Finally, this research seeks to help organizations protect cloud structures and resources using intentioned AI solutions. INTI International University 2024-12 Article PeerReviewed text en cc_by_4 http://eprints.intimal.edu.my/2109/2/647 text en cc_by_4 http://eprints.intimal.edu.my/2109/3/ij2024_53r.pdf Menaga, Segar and Mohamad Fadli, Zolkipli (2024) A Study On AI-Driven Solutions for Cloud Security Platform. INTI JOURNAL, 2024 (53). pp. 1-7. ISSN e2600-7320 https://intijournal.intimal.edu.my |
| spellingShingle | Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software Menaga, Segar Mohamad Fadli, Zolkipli A Study On AI-Driven Solutions for Cloud Security Platform |
| title | A Study On AI-Driven Solutions for Cloud Security Platform |
| title_full | A Study On AI-Driven Solutions for Cloud Security Platform |
| title_fullStr | A Study On AI-Driven Solutions for Cloud Security Platform |
| title_full_unstemmed | A Study On AI-Driven Solutions for Cloud Security Platform |
| title_short | A Study On AI-Driven Solutions for Cloud Security Platform |
| title_sort | study on ai-driven solutions for cloud security platform |
| topic | Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software |
| url | http://eprints.intimal.edu.my/2109/ http://eprints.intimal.edu.my/2109/ http://eprints.intimal.edu.my/2109/2/647 http://eprints.intimal.edu.my/2109/3/ij2024_53r.pdf |