TAKEAWAYS - Data Security and AI: How to get them on the same page with Jesse Sedler
Apr 3, 2024
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Jesse Sedler, an expert in data governance and security, discusses the crucial collaboration between CISO and CDO in secure AI projects. They explore using innovative technologies like homomorphic encryption and differential privacy, addressing challenges with unstructured data and legacy systems. The episode also includes advice on empathy, recommended experts for AI discussions, and resources like 'Crossing the Chasm'. Possible future topics and merchandise are teased.
Data teams can achieve a balance between security and usability with the right solutions in place.
The challenges in AI security include managing model registries and addressing cultural reluctance to update legacy systems.
Deep dives
Evolving Collaboration Between CISO and CDO
The podcast discusses the evolving collaboration between Chief Information Security Officers (CISO) and Chief Data Officers (CDO) in the context of AI projects. It emphasizes the importance of early involvement of both roles to create value and ensure security. The episode highlights the need for mutual understanding and empathy between security and data teams, especially considering the fast-paced nature of AI technologies. Strategies such as taking inventory and leveraging data intelligence tools are recommended to balance security and innovation.
Challenges in AI Security and Legacy Mainframes
Another key point from the podcast is the challenges faced in AI security, including managing model registries and dealing with vast amounts of unstructured data. The conversation also touches on the cultural reluctance to update legacy systems like IBM mainframes. The need for a back-to-basics approach in data security is emphasized, focusing on access control and compliance. The discussion underscores the importance of understanding emerging technologies like homomorphic encryption and addressing security issues proactively.
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Navigating the Intersection of Data Security and AI: Collaboration, Understanding, and Strategies
Data governance and security may be scary and hard, but with the right solutions in place, data teams can enable the right balance between security and usability to drive their businesses forward!
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