Accelerate AI Development with Privacy Protected AI Collaboration

Logo
Presented by

Zohar Duchin (Duality) & Ashok Mahajan (AWS)

About this talk

Use AWS Nitro Enclaves and Duality’s Privacy Protected AI Solution to futureproof, secure, and scale data acquisition for model development, tuning, testing, and customization while protecting model IP and maintaining the privacy of data inputs. The recent executive order from the US Whitehouse and the current NIST RFI for guidelines in developing and using AI securely while maintaining the privacy of data inputs have raised many questions. Fortunately, the combination of AWS’s Nitro Secure Enclaves with Duality’s Privacy Protected AI Solution provides critical answers to tough data questions facing AI Engineering Teams: How do we acquire data at the scale and diversity needed to move models quickly to production? How can we collaborate with 3rd parties to validate and tune our model on real data versus mock or synthetic data? How do we coordinate with data from multiple parties? How do we prove to clients that our model is valuable to them? How do we do all that while protecting our IP and the privacy of data? Join Duality’s Head Data Scientist and AI Engineer, Zohar Duchin, and Sr Partner Solution Architect, Ashok Mahajan of AWS, to hear how this joint solution can help AI Engineering teams overcome data acquisition, training, inference, customization, and monetization challenges while protecting model IP and the privacy of data inputs.
Related topics:

More from this channel

Upcoming talks (1)
On-demand talks (27)
Subscribers (565)
Duality is the leader in privacy enhanced secure data collaboration, empowering organizations worldwide to maximize the value of their data without compromising on privacy or regulatory compliance. Founded and led by world-renowned cryptographers and data scientists, Duality operationalizes privacy enhancing technologies (PETs) to accelerate data insights by enabling analysis and AI on encrypted data, while preserving data privacy, compliance and protecting valuable IP. On our channel, we'll be featuring our team of world-renowned cryptographers and data scientists and exploring 3 key areas relating to PETs: the vision (how data is changing as a concept), the business side (practical applications), and technical walkthroughs. Enjoy!