How AI is changing Detection Engineering & SOC Operations?

How AI is changing Detection Engineering & SOC Operations?

AI is revolutionizing many things, but how does it impact detection engineering and SOC teams? In this episode, we sit down withDylan Williams, a cybersecurity practitioner with nearly a decade of experience in blue team operations and detection engineering. We speak about how AI is reshaping threat detection and response, the future role of detection engineers in an AI-driven world, can AI reduce false positives and speed up investigations, the difference between automation vs. agentic AI in security and practical AI tools you can use right now in detection & response


Questions asked:

(00:00) Introduction

(02:01) A bit about Dylan Williams

(04:05) Keeping with up AI advancements

(06:24) Detection with and without AI

(08:11) Would AI reduce the number of false positives?

(10:28) Does AI help identity what is a signal?

(14:18) The maturity of the current detection landscape

(17:01) Agentic AI vs Automation in Detection Engineering

(19:35) How prompt engineering is evolving with newer models?

(25:52) How AI is imapcting Detection Engineering today?

(36:23) LLM Models become the detector

(42:03) What will be the future of detection?

(47:58) What can detection engineers practically do with AI today?

(52:57) Favourite AI Tool and Final thoughts on Detection Engineering


Resources spoken about during the episode:

exa.ai - The search engine for AI

Building effective agents (Athropic’s blog different architecture and design patterns for agents)-https://www.anthropic.com/research/building-effective-agents -

Introducing Ambient Agents (LangChain’s blog on Ambient Agents) -https://blog.langchain.dev/introducing-ambient-agents/ -

Jared Atkinson’s Blog on Capability Abstraction -https://posts.specterops.io/capability-abstraction-fbeaeeb26384

LangGraph Studio -https://studio.langchain.com/

n8n -https://n8n.io/

Flowise -https://flowiseai.com/

CrewAI -https://www.crewai.com/

Episoder(51)

The Zero-Click AI Hack: How to Contain the Blast Radius of Autonomous Agents

The Zero-Click AI Hack: How to Contain the Blast Radius of Autonomous Agents

Is an AI agent's identity a workload or an action? Ashish spoke to Elie Bursztein, Distinguished Research Scientist and co-author of Google SAIF (Secure AI Framework) about how it is neither and that ...

29 Apr 47min

Buy vs. Build AI Security: Why [Box.com](http://Box.com) CISO is Creating their Own Agentic SOC

Buy vs. Build AI Security: Why [Box.com](http://Box.com) CISO is Creating their Own Agentic SOC

If your AI solution is just helping humans process the same amount of alerts a little faster, you haven't transformed anything, you've just created a faster hamster wheel.In this episode, Ashish and C...

22 Apr 46min

Anthropic's Project Mythos: Why the "Zero-Day Machine" is Terrifying the Security Industry

Anthropic's Project Mythos: Why the "Zero-Day Machine" is Terrifying the Security Industry

In this episode, Ashish and Caleb discuss the internet-breaking preview of Project Mythos, an unreleased AI model from Anthropic that has shown an unprecedented, terrifying ability to reason through c...

18 Apr 1h 3min

Are AI Security Startups Faking It? How to Separate Signal from Noise

Are AI Security Startups Faking It? How to Separate Signal from Noise

With over 70 startups claiming to have built the perfect "AI SOC Analyst" or "AI Threat Hunter," how do you separate the real products from the vaporware? Recorded live at Decibel RSAC Founder Festiva...

15 Apr 47min

How Lovable Manages 100+ Daily Changes, Vibe Coding & Shadow AI

How Lovable Manages 100+ Daily Changes, Vibe Coding & Shadow AI

What does it actually look like to run security inside one of Europe's fastest-growing AI companies? In this episode, recorded live at the Munich Cybersecurity Conference (MCSC), Ashish Rajan sat down...

2 Apr 57min

Questions Every CISO Must Ask AI Security Vendors

Questions Every CISO Must Ask AI Security Vendors

RSA Conference 2026 is here and the AI agent hype machine is louder than ever. In this episode, Ashish and Caleb cut through the noise and arm CISOs, practitioners, and security teams with a clear-eye...

18 Mar 50min

Will Foundation Models Kill Security Startups?

Will Foundation Models Kill Security Startups?

Did Anthropic just kill the AppSec industry? Following the announcement of Claude Code Security, a tool that finds, reasons about, and fixes code vulnerabilities, major security stocks dropped by 8% ....

5 Mar 59min

How to Build Your Own AI Chief of Staff with Claude Code

How to Build Your Own AI Chief of Staff with Claude Code

What if you could automate your entire work life with a personal AI Chief of Staff? In this episode, Caleb Sima reveals "Pepper," his custom-built AI agent to Ashish that manages emails, schedules mee...

11 Feb 47min

Populært innen Teknologi

lydartikler-fra-aftenposten
romkapsel
tomprat-med-gunnar-tjomlid
teknisk-sett
shifter
energi-og-klima
elektropodden
fornybaren
rss-impressions-2
nasjonal-sikkerhetsmyndighet-nsm
hans-petter-og-co
rss-alt-som-gar-pa-strom
smart-forklart
teknologi-og-mennesker
kunstig-intelligens-med-morten-goodwin
rss-ai-forklart
rss-bouvet-bobler
rss-ki-praten
rss-fish-ships
rss-brukbart