Differentially Private Data Analysis of Social Networks via Restricted Sensitivity - PowerPoint Presentation

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Uploaded On 2018-09-21

Differentially Private Data Analysis of Social Networks via Restricted Sensitivity - PPT Presentation

Jeremiah Blocki Avrim Blum Anupam Datta Or Sheffet Theory Lunch Fall 2012 Goal useful statistics Preserve Privacy and Release Useful Statistics 2 Outline Background Social Networks Differential Privacy ID: 673393

sensitivity smooth privacy adjacency smooth sensitivity adjacency privacy distance edge dest fact projection local bound upper accuracy differential mechanism

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