Neha Asthana
Session Speaker
Identity & Access Management (IAM) Architect with 10+ years of experience in engineeringenterprise-scale identity governance solutions. Proven expert in SailPoint IdentityIQ,leading complex end-to-end implementations, guiding high-performing engineering teams,and translating strategic business needs into secure, scalable and industry standard designs.
Title: Intelligent Identity Governance: Leveraging AI and Machine Learning for Cloud Security - Abstract: As organizations accelerate their adoption of cloud computing, managing and securing digital identities has become increasingly complex. Modern enterprises operate across hybrid and multi-cloud environments, supporting a rapidly growing number of human, privileged, machine, and service identities. Traditional Identity and Access Management (IAM) systems, which often rely on static rules, predefined roles, and periodic access reviews, face limitations in addressing dynamic access requirements and emerging identity-based security threats.This presentation explores the convergence of Identity and Access Management, Artificial Intelligence and Machine Learning (AI/ML), and Cloud Computing to develop intelligent and adaptive identity governance capabilities. AI and ML technologies can enhance traditional IAM by analyzing identity attributes, access patterns, user behavior, and security events to generate intelligent access recommendations, detect anomalous activities, assess identity-related risks, and support automated remediation.