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Anand Sarwate

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Privid: Practical, Privacy-Preserving Video Analytics Queries19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Privid defines ρ,K,ε-event-duration privacy and enforces it by splitting video into chunks, running analyst-provided black-box neural nets per chunk, then…
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PANEL: Statistical Theory, Privacy and Data AnalysisPrivacy and the Science of Data Analysis 20192019-04-08
Panel argues that differential privacy acts as both a constraint and an enabler: it enforces data hygiene, gives formal generalization guarantees, and opens…
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