Beyond the Hype Real world IAM Challenges in AI and Solutions
Автор: BSides Tampa
Загружено: 2026-02-11
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Beyond the Hype Real world IAM Challenges in AI and Solutions by Palanivel Manoharan
Artificial Intelligence (AI) is rapidly transforming industries, but its potential is often overshadowed by the growing concern of security risks. Identity and Access Management (IAM) plays a crucial role in safeguarding AI systems and data privacy.
This presentation will delve into the real-world challenges organizations face in implementing robust IAM solutions for AI. We will explore:
Unique IAM challenges posed by AI:
Protecting AI models from unauthorized access and tampering
Managing access to sensitive AI data and training sets
Ensuring accountability and transparency in AI decision-making
Best practices for securing AI systems:
Implementing strong authentication and authorization mechanisms
Leveraging advanced security technologies like biometrics and behavioral analytics
Adopting a zero-trust security model to minimize risk
Case studies and real-world examples of successful IAM implementations in AI
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