European Journal of Computer Science and Information Technology (EJCSIT)

EA Journals

The Role of Artificial Intelligence in Enhancing Data Security: Preventive Strategies Against Malicious Attacks

Abstract

Artificial intelligence emerges as a transformative force in cybersecurity, revolutionizing how organizations protect sensitive data from increasingly sophisticated malicious attacks. The evolution from traditional rule-based systems to advanced AI-powered detection frameworks enables identification of subtle patterns and anomalies invisible to conventional security approaches. Through behavioral analytics, machine learning algorithms establish dynamic baselines of normal activity, allowing security systems to distinguish between legitimate variations and genuine threats with unprecedented precision. AI enhances data protection through optimized encryption implementation, intelligent masking strategies, and privacy-preserving computation methods that fundamentally alter the security-utility balance. Adaptive authentication frameworks leverage behavioral biometrics and risk-based models to provide continuous identity verification throughout user sessions, while AI-driven privilege management systems enforce least privilege principles dynamically across complex environments. The integration of these technologies with zero trust architectures creates comprehensive security frameworks capable of protecting sensitive data across distributed infrastructures where traditional perimeter defenses have become increasingly ineffective.

Keywords: Artificial Intelligence, Data protection, adaptive authentication, behavioral analytics, zero trust architecture

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This work by European American Journals is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 Unported License

 

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Email ID: editor.ejcsit@ea-journals.org
Impact Factor: 7.80
Print ISSN: 2054-0957
Online ISSN: 2054-0965
DOI: https://doi.org/10.37745/ejcsit.2013

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