Role of Artificial Intelligence in Identity and Access Management
Year: 2025
Type: article
Abstract: As digital transformation accelerates, Identity and Access Management (IAM) plays a crucial role in securing organizational resources from unauthorized access. Traditional IAM systems struggle to keep pace with increasing security threats and complexities. Artificial Intelligence (AI) has emerged as a transformative force in IAM, enhancing authentication, authorization, and anomaly detection. This paper explores the integration of AI in IAM, highlighting its ability to strengthen security by automating user authentication, detecting anomalies, and implementing adaptive access controls. AI-driven IAM solutions significantly reduce security breaches while improving user experience. This research further delves into various AI methodologies, including machine learning models, behavioral biometrics, and risk-based authentication, to understand how AI is shaping the future of IAM. Additionally, it discusses future directions in AI-driven IAM, including blockchain integration, explainable AI models, and quantum security.
Author: Prashant Kailas Awasare
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6930497965
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