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Securing AI in Production: Real Threats Inside the Container

On-Demand Webinar

Published September 2025
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AI is being integrated into production environments faster than most security strategies can keep up. In this webinar, Aqua experts Assaf Marag and Matt Richards unpack the real risks posed by containerized AI workloads. We’ll cover topics from malicious code hiding in RAG and MCP architectures to prompt injection and data leakage.

You’ll learn how attackers are exploiting gaps in visibility and how modern security teams can detect, govern, and protect AI workloads in real time.

Topics include:

  • How RAG and LLMs introduce new attack surfaces
  • Real-world examples of prompt abuse and model exploitation
  • Threat modeling for containerized AI environments
  • Governance strategies aligned to the OWASP Top 10 for LLMs

Watch the full session to understand what securing AI in production really requires, and how to stay ahead of the threat curve.