SmartTrust: a hybrid deep learning framework for real-time threat detection in cloud environments using Zero-Trust Architecture

SmartTrust: a hybrid deep learning framework for real-time threat detection in cloud environments using Zero-Trust Architecture

Abstract The rapid growth of cloud computing has brought scalability and flexibility to modern organizations, but it has also introduced a new wave of complex and evolving security threats. Traditional security mechanisms, such as static rule-based systems and Multi-Factor Authentication (MFA), ofte...

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Bibliographic Details
Main Authors: Umesh Kumar Lilhore, Sarita Simaiya, Roobaea Alroobaea, Abdullah M. Baqasah, Majed Alsafyani, Afnan Alhazmi, Md Monish Khan
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Cloud computing
Zero-Trust architecture
SmartTrust framework
LSTM deep learning
Cloud security
Reinforcement learning
Online Access:https://doi.org/10.1186/s13677-025-00764-7
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https://doi.org/10.1186/s13677-025-00764-7

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