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Մաստոյան Կարեն Ա․, Мастоян Карен А.
Title:
Differential Privacy in Practice: Use Cases
Other title:
Դիֆերենցիալ գաղտնիություն գործնականում. կիրառման դեպքեր ; Дифференциальная конфиденциальность на практике:варианты применения
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Subject:
Mathematical cybernetics ; Computer science
Uncontrolled Keywords:
big data ; Differential privacy ; R environment
Abstract:
The problem of ensuring privacy is relevant in connection with the developmentof big data technologies. One of the modern and most promising methods of privacyprotection is the differential privacy. In this paper the differential privacy applicationsdeveloped by big companies are investigated. The libraries’ capabilities and tools ofGoogle, IBM, as well as packages in R are analyzed. The differential privacy processfor data collected from users implemented by Apple is studied․