Webinar | AI Under Siege: Securing the Model Pipeline

Artificial Intelligence & Machine Learning , Containerization & Sandboxing , Endpoint Security Webinar | AI Under Siege: Securing the Model Pipeline Presented by Palo Alto Networks     60 mins     Share Post Share As AI becomes core to enterprise operations, threat actors are weaponizing vulnerabilities in model weights, training pipelines, and orchestration layers. Traditional perimeter security is no longer sufficient against this new wave of AI-infrastructure ransomware. This webinar delivers a technical blueprint for a defense-in-depth architecture, demonstrating how containerization and microsegmentation create a "cellular" security model to isolate threats in real-time. Key takeaways will include: AI Ransomware Anatomy: How attackers move laterally from compromised libraries to core model weights. Container Defense: Utilizing immutable infrastructure for a "clean-slate" recovery path. Microsegmentation & Zero Trust: Implementing East-West traffic control to stop lateral movement across AI microservices. 2026 Threat Landscape: A briefing on emerging tactics targeting high-value GPU clusters and data lakes. Whether you are a CISO, a DevOps engineer, or an AI Architect, this session provides the technical blueprint needed to ensure your AI innovations don't become your greatest liability.