Advanced Integration of Artificial Intelligence and Machine Learning for Real-Time Threat Detection in Cloud Computing Environments

• Author(s): Taiwo Joseph Akinbolaji
• Paper ID: 1704258
• Page: 980-991
• Published Date: 26-06-2023
• Published In: Iconic Research And Engineering Journals
• Publisher: IRE Journals
• e-ISSN: 2456-8880
• Volume/Issue: Volume 6 Issue 10 April-2023

Abstract

Due to higher cloud adoption in recent year’s, organizations have opened up new opportunities but at the same time have exposed themselves to new advanced threat hazards. This paper aims at assessing the higher degree of integration of AI and ML specifically into a real-time threat detection system aptly suitable for cloud infrastructures. Combining qualitative and quantitative methods, the present state of threat detection paradigms is studied and new AI methods like deep learning and reinforcement learning is used to make threat detection more accurate and faster. The results show that the proposed integrated model can increase the overall detection accuracy of anomalies and potentially threatening behavior by at least 30% when compared with the conventional approaches. This research has important implications for organizations to improve their cybersecurity position by implementing the trends from Artificial Intelligence, which will result in increased data security and regulatory compliance. In essence, this research creates the foundation for further developments in cloud security frameworks to reduce cyber threats proactively in complex computing environments.

Keywords

Artificial Intelligence, Machine Learning, Threat Detection, Cloud Computing, Real-Time Monitoring, Cybersecurity, Anomaly Detection, Data Security, Cloud Security Architecture

Citations

IRE Journals:
Taiwo Joseph Akinbolaji "Advanced Integration of Artificial Intelligence and Machine Learning for Real-Time Threat Detection in Cloud Computing Environments" Iconic Research And Engineering Journals Volume 6 Issue 10 2023 Page 980-991

IEEE:
Taiwo Joseph Akinbolaji "Advanced Integration of Artificial Intelligence and Machine Learning for Real-Time Threat Detection in Cloud Computing Environments" Iconic Research And Engineering Journals, 6(10)