Speaker profile last updated by AAE Talent Team on 05/16/2024.
Andrew details the most important new techniques in secure, privacy-preserving, and multi-owner governed artificial intelligence. Andrew begins with a sober, up-to-date view of the current state of AI safety, user privacy, and AI governance before introducing some of the fundamental tools of technical AI safety: homomorphic encryption, secure multiparty computation, federated learning, and differential privacy. He concludes with an exciting demo from the OpenMined open source project that illustrates how to train a deep neural network while both the training data and the model are in a safe, encrypted state during the entire process.
Andrew touches on ideas such as Differential Privacy, and Secure Multi-Party Computation, and how these ideas come into play.
Many industries are limited by regulations of private data, and in response to the need for greater privacy in AI three cutting edge techniques have been developed that have huge potential for the future of machine learning in healthcare: federated learning; differential privacy; encrypted computation. These modern privacy techniques would allow us to train our models on encrypted data from multiple sources without sharing the data.
Andrew covers how to solve the world’s biggest privacy concerns using various state-of-the-art privacy-preserving technologies, such as privacy-preserving machine learning.
Andrew Trask is a keynote speaker and industry expert who speaks on a wide range of topics such as Building Safe Artificial Intelligence, Privacy-Preserving AI and What is Meaningful Privacy?. The estimated speaking fee range to book Andrew Trask for your event is $10,000 - $20,000. Andrew Trask generally travels from Washington, DC, USA and can be booked for (private) corporate events, personal appearances, keynote speeches, or other performances. Similar motivational celebrity speakers are Zack Kass, Asha Saxena, Irena Cronin, Richie Etwaru and Arunansu Pattanayak. Contact All American Speakers for ratings, reviews, videos and information on scheduling Andrew Trask for an upcoming live or virtual event.
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