False Positive meetup
Date: November 19, 2025
A core community meetup focused on practical AI/ML and cybersecurity discussions.
Event context
Do you know why security specialists are essential, how hackers achieve their goals, and how to defend against them?
The Positive ML team is coming to Saint Petersburg to break down a real attack and explain:
— how to spot anomalies in streams of legitimate events;
— why smart traffic analysis is indispensable;
— which models help detect malware;
— how AI agents really help with defense.
The meetup's special guest, Zhenya Nikitin (CTO at CelsusAI), will explain how to scale training with limited medtech data.