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Many of today’s most innovative computation-based products and solutions are fueled by data. Where those data are private, it is essential to protect them and to...
Deep-learning models are data driven, and that data may contain sensitive information that requires privacy protection. Differential privacy (DP) is a formal framework for ensuring the...
Modern AI models, such as those that recognize images and speech, are highly data dependent. While some public-domain data sets are available to train such models,...