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CATEGORIES:Seminar/Colloquia
DESCRIPTION:Amrita Roy Chowdhury\nCRA/CCC CIFellow\nUniversity of Californi
 a – San Diego\n\nData is today generated on smart devices at the edge\, sha
 ping a decentralized data ecosystem comprising multiple data owners (client
 s) and a service provider (server). Clients interact with the server with t
 heir personal data for specific services\, while the server performs analys
 is on the joint dataset. However\, the sensitive nature of the involved dat
 a\, coupled with inherent misalignment of incentives between clients and th
 e server\, breeds mutual distrust. Consequently\, a key question arises: Ho
 w to facilitate private data analytics within a decentralized data ecosyste
 m\, comprising multiple distrusting parties?\n\nMy research shows a way for
 ward by designing systems that offer strong and provable privacy guarantees
  while preserving complete data functionality. I accomplish this by systema
 tically exploring the synergy between cryptography and differential privacy
 \, exposing their rich interconnections in both theory and practice. In thi
 s talk\, I will focus on two systems\, CryptE and EIFFeL\, which enable pri
 vacy-preserving query analytics and machine learning\, respectively.\n\n\nT
 alk Location: Jubel 121
DTEND:20240223T180000Z
DTSTAMP:20260416T172523Z
DTSTART:20240223T170000Z
LOCATION:Henry A. and Elvira H. Jubel Hall\, 121
SEQUENCE:0
SUMMARY:Data Privacy in the Decentralized Era
UID:tag:localist.com\,2008:EventInstance_45686341327930
URL:https://happenings.washu.edu/event/data_privacy_in_the_decentralized_er
 a
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