Creating Effective Sigma Rules with AI
Cloud Security Podcast25 Kesä 2024

Creating Effective Sigma Rules with AI

Can Threat Detection be enhanced with AI? Ashish sat down with Dave Johnson, Senior Threat Intelligence Advisor at Feedly, at BSides SF 2024, where Dave also presented a talk.

Dave shares his journey in cyber threat intelligence, including his 15-year career with the FBI and his transition to the private sector. The conversation focuses on the innovative use of large language models (LLMs) to create Sigma rules for threat detection and the challenges faced along the way. Dave spoke about his four approaches to creating Sigma rules with AI, ultimately highlighting the benefits of prompt chaining and Retrieval Augmented Generation (RAG) systems.


Guest Socials:⁠ ⁠Dave's Linkedin

Podcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security BootCamp


Questions asked:

(00:00) Introduction

(01:44) A word for our episode sponsor, Panoptica

(02:39) A bit about Dave Johnson

(03:33) What are Sigma Rules?

(04:36) Where to get started with Sigma Rules?

(05:27) Skills required to work with Sigma Rules

(06:32) The four approaches Dave took to Sigma Rules

(11:29) Are Sigma Rules complimentary to existing log systems?

(12:18) Challenges Dave had during his research

(14:09) Validating Sigma Rules

(16:01) Working on Sigma Rule Projects

(18:54) The Fun Section


Resources spoken about during the episode:

Dave's Website

SigmaHQ GitHub

Jaksot(345)

All the Security Updates - Google Cloud Next 21 - Cloud Security News

All the Security Updates - Google Cloud Next 21 - Cloud Security News

Cloud Security News this week 20 October 2021 Google Cloud is adding new features to their zero trust access solution, BeyondCorp Enterprise which will enable identity and context-aware access to no...

20 Loka 20215min

What is Cloud Native Application Protection Platform - CNAPP Explained!

What is Cloud Native Application Protection Platform - CNAPP Explained!

In this episode of the Virtual Coffee with Ashish edition, we spoke with Om Moolchandani (@omaitrika) is a CISO and CTO at Accurics (@AccuricsSec).. Episode ShowNotes, Links and Transcript on Cloud Se...

17 Loka 202148min

Google Cloud Next 21, Kubecon and VMworld - Cloud Security News

Google Cloud Next 21, Kubecon and VMworld - Cloud Security News

Cloud Security News this week 14 October 2021 It's an eventful month for all things cloud as Google Cloud Next 21 and Kubecon are happening this week. Ashish from Cloud Security Podcast was co-hosting...

13 Loka 20214min

Implementing Cloud Security Tools the Right way - Stay Alert Not Fatigue!

Implementing Cloud Security Tools the Right way - Stay Alert Not Fatigue!

In this episode of the Virtual Coffee with Ashish edition, we spoke with Gaurav Kumar (@gauravphoenix) is the Founder of Dassana (@DassanaSecurity). Episode ShowNotes, Links and Transcript on Cloud Se...

10 Loka 202135min

AWS Launches Cloud Control API - Cloud Security News

AWS Launches Cloud Control API - Cloud Security News

Cloud Security News this week 06 October 2021 AWS has announced the availability of AWS Cloud Control API - a set of common application programming interfaces (APIs) that are designed to make it eas...

6 Loka 20213min

Data Security in Cloud with David McCaw, Dasera

Data Security in Cloud with David McCaw, Dasera

In this episode of the Virtual Coffee with Ashish edition, we spoke with David McCaw (Linkedin - David McCaw) is a Co-Founder of Dasera (@DaseraInc). Episode ShowNotes, Links and Transcript on Cloud S...

3 Loka 202149min

Cloud Security ranks in 2021 OWASP Top 10 - Cloud Security News

Cloud Security ranks in 2021 OWASP Top 10 - Cloud Security News

Cloud Security News this week - 29 September 2021 Amazon Web Services, Google Cloud, IBM, and Microsoft have joined forces this week with the Enterprise Data Management (EDM) Council to publish a f...

29 Syys 20213min

Cloud Security Careers: Application Security Engineer Skills with Tanya Janca

Cloud Security Careers: Application Security Engineer Skills with Tanya Janca

In this episode of the Virtual Coffee with Ashish edition, we spoke with Tanya Janca (@shehackspurple) is an Author, Security Trainer and Founder of We Hack Purple (@WeHackPurple). Episode ShowNotes,...

26 Syys 202144min