Compacting privacy-preserving k-nearest neighbor search using logic synthesis

This paper introduces the first efficient, scalable, and practical method for privacy-preserving k-nearest neighbors (k-NN) search. The approach enables performing the widely used k-NN search in sensitive scenarios where none of the parties reveal their information while they can still cooperatively...

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Hauptverfasser:	Songhori, Ebrahim M., Hussain, Siam U., Sadeghi, Ahmad-Reza, Koushanfar, Farinaz
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Combinational circuits Cryptography Data Mining Garbled Circuit Hardware > Electronic design automation > High-level and register-transfer level synthesis Hardware > Very large scale integration design > Application-specific VLSI designs > Application specific processors k-NN Libraries Logic Design Logic gates Logic Synthesis Nearest Neighbor Privacy Privacy-Preserving Protocols Secure Function Evaluation Sequential circuits Theory of computation > Design and analysis of algorithms > Data structures design and analysis > Sorting and searching
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