Beyond the Sandbox: AI-Powered Threat Hunting with Assemblyline

Beyond the Sandbox: AI-Powered Threat Hunting with Assemblyline

13 Oct 2025 Online Български Event Website

📅 Date: October 13, 2025 (Monday)
Time: 7:30 PM
📍 Location: DEV.BG Cyber Security User Group Event
✨ Registration: https://d.dev.bg/2p9aecwh


ℹ️ About the Event:
In the fast-evolving cybersecurity landscape, traditional malware analysis methods are hitting their limits.
This talk explores how AI-powered analysis and Assemblyline are redefining modern threat hunting — from sample ingestion to actionable intelligence.

You’ll learn about:

  • The “beyond the sandbox” concept – limitations of static and dynamic analysis

  • Assemblyline architecture – services, flows, and artifact management

  • SOC challenges in malware analysis: noise, prioritization, scalability, safety

  • AI modules for summaries, IoC extraction, and campaign clustering

  • Integrations with MISP, Wazuh (SIEM), TheHive/Cortex, and hunting playbooks

  • Live demo: from ingest → analysis → AI report → correlation → hunt/response

  • Practical takeaways: automation, governance, and analytical environment security


🎟️ Speaker:
Lyubomir Georgiev, Cybersecurity Engineer @ CyberXperts
Lyubomir specializes in infrastructure security, threat hunting, and vulnerability management. With a BSc in ICT – Infrastructure and Cybersecurity (Cum Laude) from Fontys University of Applied Sciences, he combines cloud engineering, security research, and automation to deliver cutting-edge cybersecurity solutions.


🏢 Supported by:
myPOS – one of Europe’s fastest-growing fintech companies.
EBRD – The European Bank for Reconstruction and Development, expanding its tech operations in Sofia.


👥 Perfect for:

  • Cybersecurity engineers and SOC analysts

  • AI enthusiasts in threat detection

  • Professionals interested in security automation and AI integration


Organizer: DEV.BG Cyber Security Community
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