Understanding the AI Ecosystem: How to Secure AI-Powered Applications in 2024
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As AI-powered applications become more central to business operations, understanding the ecosystem behind them is essential for securing these systems. In this educational webinar, we will explore the components that form the backbone of AI applications, from data pipelines and models to APIs and endpoints. We will help you understand the vulnerabilities that arise in these environments and provide actionable strategies for protecting your AI systems.

This session will guide you through three real-world use cases to illustrate the challenges and security considerations in AI development:

  • Customer Support Chat: Learn about securing interactions, understanding data pipelines, and protecting sensitive customer information.
  • IT Assistant Agent: Explore how to apply best practices to AI models that interact with critical system data, mitigating risks and ensuring privacy.
  • Ecommerce Smart Recommendation App: Understand the risks associated with consumer data and, and how to protect these models while maintaining compliance.
Bonus: In the final section, we will briefly review how tools like AI-SPM can assist security teams in identifying vulnerabilities, monitoring AI systems, and protecting the AI ecosystem in real time.

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Yotam Ben Ezra

Yotam Ben Ezra

Product Marketing Lead for Prisma Cloud AI-SPM - Palo Alto Networks
Yotam Ben-Ezra is the director of Product Management for Prisma Cloud DSPM at Palo Alto Networks. Prisma Cloud DSPM was originally developed by Dig Security and acquired by Palo Alto Networks. At Dig, Ben-Ezra served as the CPO, responsible for defining all aspects of the product and go-to-market strategies related to data and AI security.
Ofir Balassiano

Ofir Balassiano

Lead Researcher for Prisma Cloud AI-SPM - Palo Alto Networks
Ofir Balassiano is the lead for AI and Cloud Security Posture research at Palo Alto Networks, where he brings a well-rounded perspective that integrates both offensive and defensive strategies.His work contributes to shaping best practices in cloud security, helping organizations stay ahead of evolving threats. Before joining Palo Alto Networks, he was Head of Security at Dig Security, leading strategic security initiatives, and a Senior Researcher at XM Cyber.