

Building AI Security Products: Infrastructure Choices & Tradeoffs | Nebius × NVIDIA Workshop
Join us on this focused workshop for engineering teams building AI-native cybersecurity products.
As AI security platforms scale beyond prototypes, inference-heavy workloads and trust boundaries become core technical challenges. This event brings together security builders, infrastructure experts from Nebius, and insights from NVIDIA to explore how AI security workloads are designed, scaled, and secured in real-world practice.
Who should participate: founders, AI/ML engineers, platform and infra leads at cybersecurity vendors and startups working with large-scale inference, training, or autonomous AI systems.
Join us for practical discussions, peer-driven use cases, and insights into infrastructure and security trade-offs that matter when AI is the core of a security product.
Due to limited capacity, registration is required and subject to review and approval by Nebius. A confirmation email will be sent once your participation is approved.
*If you have registered on Nebius' website and received the approval, no need to apply again.
Agenda:
09:30 | Registration and welcome coffee
10:00 | Get to know Nebius
Tomer Avlakosh, Regional Lead at Nebius
10:10 | Cybersecurity in the Agentic AI Era: What We See Across the Ecosystem
Gal Mizan, GenAI Solutions at NVIDIA
10:30 | From PoC to 24/7 Inference workloads: Infrastructure Requirements for AI Security
Liran Jdanov, Senior Solutions Architect at Nebius
10:50 | Break
11:10 | Security as a Differentiator for AI-Native Cyber Vendors
Nir Chervoni, Head of Security Products at Nebius
11:30 | Real life case studies
Tal Fialkow, Chief AI Officer at Dream Security
Gili Knafo, AI Lead at Vega Security
Moshe Hassan, VP Research & Innovation at Upwind Security
12:30 | Lunch and networking