Ep29: Top 3 AI Security Flaws Killing Products

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Data Neighbor Podcast

40 episodes

1 day ago

Welcome to the Data Neighbor Podcast with Hai, Sravya, and Shane! We’re your friendly guides to the ever-evolving world of data. Whether you’re an aspiring data scientist, a data professional looking to grow your career, or just curious about how data shapes the world, you’re in the right place. Our mission? To help you break in or thrive in the field of data. We dive into: - Personal career journeys and how luck, opportunity, and grit play a role - How to break into the data field even with a non-traditional background - Industry insights through engaging conversations and expert interviews

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Ep29: Top 3 AI Security Flaws Killing Products - and How to Fix Them

Data Neighbor Podcast

54 minutes 46 seconds

5 months ago

Ep29: Top 3 AI Security Flaws Killing Products - and How to Fix Them

AI systems are becoming integral to nearly every digital product, but their vulnerabilities pose real and serious risks. How can companies protect their AI-powered products from security threats like prompt injection, jailbreaking, and misalignment?In this episode of the Data Neighbor Podcast, we're joined by Sander Schulhoff, CEO of Hacker Prompt and founder of Learn Prompting, to uncover critical security flaws in AI systems and practical ways to defend against them. With insights gathered from over 600,000 real-world AI exploits, Sander breaks down the three most dangerous AI security failures threatening today's products and provides actionable strategies to safeguard your systems.Connect with Sander Schulhoff:LinkedIn: https://www.linkedin.com/in/sander-schulhoff/AI Red Teaming Masterclass: https://maven.com/learn-prompting-company/ai-red-teaming-and-ai-safety-masterclassHack A Prompt: https://www.hackaprompt.com/Learn Prompting: https://learnprompting.org/Connect with Shane, Sravya, and Hai (let us know YouTube sent you!):Shane Butler: https://linkedin.openinapp.co/b02feSravya Madipalli: https://linkedin.openinapp.co/9be8cHai Guan: https://linkedin.openinapp.co/4qi1rYou'll learn essential techniques for securing AI systems, including how to recognize and prevent prompt injection and jailbreaking attacks, strategies for detecting misalignment early, and how to effectively leverage automated red teaming alongside human expertise. Sander also explores why security considerations must move from late-stage fixes to foundational aspects of AI model development and deployment.We discuss emerging security threats with autonomous agents, the role of government and compliance in AI security, and practical advice for teams at any stage—from startups to large enterprises—to proactively address AI security.If you're a data scientist, product leader, security professional, or executive interested in deploying secure AI systems, this episode provides critical insights and practical steps to protect your products and your users.

#AIsecurity #promptinjection #jailbreaking #redteaming #aisafety #machinelearningsecurity #aiattacks #dataprotection #aivulnerabilities #automatedredteaming #agenticAI #hackaprompt #aiethics #dataneighbor