Learning to Live with Privacy-Preserving Analytics: Seeking to close the gap between research and real-world applications of PPAs.

التفاصيل البيبلوغرافية
العنوان: Learning to Live with Privacy-Preserving Analytics: Seeking to close the gap between research and real-world applications of PPAs.
المؤلفون: Acquisti, Alessandro, Steed, Ryan
المصدر: Communications of the ACM; Jul2023, Vol. 66 Issue 7, p24-27, 4p, 1 Color Photograph
مصطلحات موضوعية: DATA privacy, DATA analysis, TECHNOLOGY, RIGHT of privacy, MACHINE learning
مستخلص: The article discusses various aspects of privacy-preserving analytics (PPAs), and it mentions how PPAs deal with the privacy rights of individuals in relation to analyses of the individuals' data. According to the article, privacy-enhancing technologies (PETs) are tools and methods that are implemented to protect users' privacy. Federated learning, which is a class of machine learning, is assessed, along with controversies involving PPAs.
قاعدة البيانات: Complementary Index
الوصف
تدمد:00010782
DOI:10.1145/3597173