Threat Hunting Summit Talk: Avoiding Hunt Amnesia: Building a Memory Your AI Can Use
With Sydney Marrone
June 17 @ 12:00 pm – 12:25 pm ET
What if your next threat hunt could start with a simple question to your AI assistant: “What did we find last time we investigated lateral movement?”
Join Sydney Marrone, Head of Threat Hunting at Nebulock, as she introduces the LOCK pattern (Learn, Observe, Check, Keep), a lightweight framework for turning every investigation into a persistent, markdown‑based record your AI can actually use.
You’ll learn how to build a hunt repository that preserves institutional knowledge, accelerates future investigations, and gives both humans and AI assistants a shared memory to work from.
Give your hunting program a durable memory and watch your mean time to hypothesis drop.
Chat with your fellow Threat Hunting Summit attendees in the Antisyphon Discord server: https://discord.gg/antisyphon
This talk is part of the Antisyphon Training Threat Hunting Summit, a free, six-hour, live virtual event designed to give you a practical, real-world look at how cyber threat hunters detect stealthy adversaries, investigate suspicious behavior, and turn discoveries into stronger defenses.
For those who want to go further, multiple hands-on, high-quality, and affordable training courses are available June 18-26 to help you sharpen your skills and become a more proactive, effective defender.
See the entire Antisyphon Training Course Catalog for affordable cybersecurity training!
About the Instructor
Sydney Marrone
Bio
Sydney Marrone is a threat hunter, cybersecurity professional, co-founder of THOR Collective, author of the Agentic Threat Hunting Framework, and co-author of the PEAK Threat Hunting Framework. She is passionate about making security knowledge accessible and actionable through hands-on research, open-source collaboration, and community-driven projects like HEARTH (Hunting Exchange And Research Threat Hub). Sydney creates resources, leads workshops, and shares insights that spark curiosity and empower defenders. Outside of work, she writes for THOR Collective Dispatch, lifts weights, and makes cyber-themed music using AI to blend creativity and hacker culture.
