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Private Nearest Neighbor Search with Sublinear Communication and Malicious Security

IEEE via YouTube

Overview

Explore a conference talk on private nearest neighbor search techniques with sublinear communication and malicious security. Delve into approximate nearest neighbor search, two-party computation, and locality sensitive hashing. Learn about the Strongman protocol, database privacy, radix sorting, and oblivious masking. Examine the evaluation of these methods and engage with questions surrounding this cutting-edge research presented by experts from the Massachusetts Institute of Technology.

Syllabus

Introduction
Approximate Nearest Neighbor Search
TwoParty Computation
locality sensitive hashing
Strongman protocol
Database privacy
Radix sorting
oblivious masking
Evaluation
Questions

Taught by

IEEE Symposium on Security and Privacy

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