Real-Time AI-Driven Defence
AI on Guard: Building Resilient Defence in an Uncertain World
Speakers
Irina Gruzdeva
Chief Commercial Officer, VP of Growth & Development at Andersen
Irina Gruzdeva is a digital transformation expert who guides companies towards impactful business results through tailored tech solutions.
Vladimir Naimark
Security Consultant at Andersen
Cybersecurity consultant with 20+ years across governance, operations, and pentesting. CISSP, CISA, CISM, CEH, ECSA, CCSP certified. Former CISO with experience serving Big Four, telecom, oil & gas, and banking clients.
Usevalad Arkhipenka
Data Scientist at Andersen
Data Scientist specializing in applied ML, NLP, and AI analytics, with hands-on experience in anomaly detection, recruitment automation, and speech/video analysis — from data preparation to model deployment.
Agenda
Welcome words
Irina Grusdeva
Andersen
AI-Driven Cybersecurity: From Alert Overload to Intelligent Defence
- Why traditional, reactive security approaches are structurally broken in today's threat landscape — and what needs to change
- How AI shifts the security model from noise management to prioritized, real-time threat response
- Practical frameworks for integrating AI-driven defence into existing security operations without replacing your entire stack
Vladimir Naimark
Andersen
Real-Time AI-Driven Network Defense: How We Built a Behavioral Anomaly Detection System That Actually Works
- 82% of attacks are malware-free and invisible to signature-based tools — behavioral detection is the only way to catch them
- How a custom Random Forest model trained on real network traffic achieved 93% attack recall with only 0.04% false positive rate
- From kickoff to production in 8 weeks: architecture, MITRE ATT&CK coverage, and what full ownership of the solution looks like for your team
Usevalad Arkhipenka
Andersen
Q&A session and Panel Discussion
Closing remarks
Irina Gruzdeva
Andersen