Designing Security for GenAI: 9 Key Concepts | Ft. Shweta Thapa | Ep. 96

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Scale to Zero - No Security Questions Left Unanswered

Scale To Zero

99 episodes

4 days ago

We know security is challenging, but a timely understanding of security is far more challenging! Scale to Zero is built for all the security professionals for helping them to be more privacy and security-sensitive. With this show, we hope to address all the security-related issues that are challenging to understand and resolve without the help of experts. We believed that a community space like Scale to Zero would make things a little bit simpler for everyone after we discovered the discomfort of constantly switching back and forth.

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Designing Security for GenAI: 9 Key Concepts | Ft. Shweta Thapa | Ep. 96 | ScaleToZero Podcast

Scale to Zero - No Security Questions Left Unanswered

47 minutes 41 seconds

2 months ago

Designing Security for GenAI: 9 Key Concepts | Ft. Shweta Thapa | Ep. 96 | ScaleToZero Podcast

Ever wonder about the security risks lurking behind your favorite AI tools? In this episode, we sit down with Shweta Thapa, Security Specialist Solutions Architect from AWS, to demystify the complex world of GenAI and traditional application security.

Transcript: https://www.scaletozero.com/episodes/designing-security-for-genai-with-security-specialist-solutions-architect-shweta-thapa/

Guest: https://www.linkedin.com/in/shwetast/

Host: https://www.linkedin.com/in/mpurusottamc/

Cloudanix: https://cloudanix.com/

We'll cover 9 critical topics that every tech professional, business leader, and security enthusiast needs to know. Get ready to learn about:

00:00 Teaser and Introduction

05:01 Fundamentals of Designing Security for GenAI and Traditional Applications

09:00 Control of Shared Responsibility Model: LLM Provider vs. Consumer

12:25 Top Five Security Checks for GenAI System

17:39 Securing GenAI Outputs: Trustworthy vs. Toxic Content

22:03 Synthetic Data: Helpful or Harmful

24:16 Validating AI Output: Monitoring, Context & Human Judgment

28:07 Strategic Advisory Questions to Ask Stakeholders When Investing in GenAI Application

31:22 Misconceptions of Security Leaders about GenAI Security

35:56 Getting Started with GenAI: Startups vs. Enterprises

43:50 Summary

45:00 Learning Recommendation