Topic: AI-Powered Security: Enhancing Incident Response with OpenAI
Abstract: SOC analysts are overwhelmed by alert fatigue and fragmented telemetry as traditional incident response workflows struggle to keep pace with the speed, scale, and complexity of modern attacks. This webinar explores the role of AI in addressing these issues through automation and intelligent incident analysis, enhancing incident response (IR) by augmenting human analysts with advanced reasoning, contextual analysis, and automation.
The session demonstrates how large language models (LLMs) integrated with Security Information and Event Management (SIEM), Extended Detection and Response (XDR), and security operations workflows can accelerate threat detection, triage, investigation, and containment. Attendees will also gain insights into how Azure OpenAI can be applied to correlate signals across XDR platforms, summarize incidents, enrich alerts with threat context, guide response actions, and support SOC analysts during high-pressure investigations.
Key Takeaways:
- Using Azure OpenAI for faster, smarter incident triage
- Leveraging AI to improve signal correlation across XDR platforms
- Enabling context-enriched alerting with Azure OpenAI
- Enhancing AI models with an external source-driven retrieval-augmented generation (RAG)
- Fine-tuning pre-trained AI models to adapt them for specific security tasks
Speaker:
Sergey Chubarov, Security Expert
Bio: Sergey Chubarov is a security and cloud expert and instructor with over 15 years of experience in Microsoft technologies. In his day-to-day role, he helps organizations securely adopt cloud technologies. He holds numerous certifications and recognitions such as Microsoft MVP: Security, OSCP, OSEP, eCPPT, eCPTX, Microsoft Certified Trainer, MCT Regional Lead, C|PSA, C|RT, C|EH, C|PENT, L|PT, C|CSE, C|EI, among others. Sergey is also a frequent speaker at international conferences, including Global Azure, DEF CON, Black Hat Europe, Wild West Hackin’ Fest, Security BSides, Workplace Ninja, Midwest Management Summit, and Hack in the Box.
