AI & Hype & Security (Oh My!) & Hacking AI Bias – Caleb Sima, Keith Hoodlet – ASW #284
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1. AI & Hype & Security (Oh My!) – Caleb Sima – ASW #284
A lot of AI security has nothing to do with AI -- things like data privacy, access controls, and identity are concerns for any new software and in many cases AI concerns look more like old-school API concerns. But...there are still important aspects to AI safety and security, from prompt injection to jailbreaking to authenticity. Caleb Sima explains why it's important to understand the different types of AI and the practical tasks necessary to secure how it's used.
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Guest
Caleb serves as the Chair of CSA AI Security Initiative. Prior Caleb served as Chief Security Officer at Robinhood where he focused on keeping customers safe. Prior to Robinhood he was Security CTO at Databricks a leading data analytics and machine learning company where he built the security team from the ground up. Previously he was a Managing VP at CapitalOne, where he spearheaded many of their security initiatives. Prior to CapitalOne, Caleb was CEO of Armorize which was acquired by Proofpoint. He also founded SPI Dynamics and BlueBox security, which were acquired by HP and Lookout. He is attributed as one of the pioneers of application security and holds multiple patents in the space and is also the author of Web Hacking Exposed. He serves as an advisor, investor, and board member for security companies.
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2. Hacking AI Bias with Human Techniques – Keith Hoodlet – ASW #284
We already have bug bounties for web apps so it was only a matter of time before we would have bounties for AI-related bugs. Keith Hoodlet shares his experience winning first place in the DOD's inaugural AI bias bounty program. He explains how his education in psychology helped fill in the lack of resources in testing an AI's bias. Then we discuss how organizations should approach the very different concepts of AI security and AI safety.
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Keith Hoodlet is the Application Security Manager at Thermo Fisher Scientific. He is the Co-Founder of the InfoSec Mentors Project .
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