Security BSides Prague 2026

A hands-on session with the Elevation of Machine Learning Security (MLSEC) game.

AI security is a problem no one is qualified to tackle alone, yet AI is the technology revolution of our time.

Large Language Models, self driving cars, moon landers, online companions, and even your favourite custom cat emojis. All manner of enterprises benefit from AI. Meanwhile, even our traditional software is under increasing attack with household names held to ransom, hospital labs closed, and data leaks becoming an unwelcome fact of life. For those attempting to bring AI and Machine Learning into the enterprise, it is a minefield. Commands are mixed with data, biases are systematised and mistakes happen.

This is a hands–on workshop where you’ll play the Elevation of MLSEC game, a new threat modelling experience created by software engineer and security champion, Elias Brattli Sørensen, focused on AI and machine learning systems. Working in teams around a shared system architecture, you’ll explore realistic pitfalls across product, code, and QA, learning how and where security issues emerge in AI-enabled systems.

Key takeaways:
- Get to grips with the key threats that show up across the ML lifecycle
- Learn a hands-on, team-based way to threat model AI systems
- Pick up practical ideas for using games to boost engagement and build a secure-by-design culture