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Gavin Klondike -- Threat modeling for large language model applications

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Manage episode 432107305 series 3464132
Content provided by Chris Romeo. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Chris Romeo or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In this episode of the Threat Modeling Podcast, host Chris Romeo takes listeners on a journey through the intricate world of threat modeling. Joined by senior security consultant Gavin Klondike, the episode delves into Gavin's experiences and insights into threat modeling, particularly in the context of artificial intelligence and machine learning. Gavin shares a detailed case study, discussing methodologies, strengths, weaknesses, and the importance of holistic threat modeling processes. The conversation also highlights the challenges posed by large language models (LLMs), and Gavin provides a comprehensive threat model for LLM applications, exploring various vulnerabilities and mitigations.

Links for this episode:
The Threat Modeling blog post discussed during the episode.

danielmiessler.com

embracethered.com

aivillage.org

llmtop10.com

Welcome to Smart Threat Modeling. Devici makes threat modeling simple, actionable, and scalable. Identify and deal with threats faster than ever. Build three free models and collaborate with up to ten people in our Free Forever plan. Get started at devici.com and threat model for free! Smart threat modeling for development teams.

  continue reading

11 episodes

Artwork
iconShare
 
Manage episode 432107305 series 3464132
Content provided by Chris Romeo. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Chris Romeo or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In this episode of the Threat Modeling Podcast, host Chris Romeo takes listeners on a journey through the intricate world of threat modeling. Joined by senior security consultant Gavin Klondike, the episode delves into Gavin's experiences and insights into threat modeling, particularly in the context of artificial intelligence and machine learning. Gavin shares a detailed case study, discussing methodologies, strengths, weaknesses, and the importance of holistic threat modeling processes. The conversation also highlights the challenges posed by large language models (LLMs), and Gavin provides a comprehensive threat model for LLM applications, exploring various vulnerabilities and mitigations.

Links for this episode:
The Threat Modeling blog post discussed during the episode.

danielmiessler.com

embracethered.com

aivillage.org

llmtop10.com

Welcome to Smart Threat Modeling. Devici makes threat modeling simple, actionable, and scalable. Identify and deal with threats faster than ever. Build three free models and collaborate with up to ten people in our Free Forever plan. Get started at devici.com and threat model for free! Smart threat modeling for development teams.

  continue reading

11 episodes

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