Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

Performance Analysis of Sorting of FHE Data: Integer-Wise Comparison vs Bit-Wise Comparison

Authors: Harika Narumanchi; Dishant Goyal; Nitesh Emmadi; Praveen Gauravaram;

Performance Analysis of Sorting of FHE Data: Integer-Wise Comparison vs Bit-Wise Comparison

Abstract

In this paper, we present the exact method foran integer-wise comparison technique in FHE domain usingpolynomial interpolaion and analyze the performance againstbit-wise comparison techniques. We observe that even thoughthe integer-wise comparison requires only one ciphertext unit forinteger in contrast to l ciphertext units for an l-bit integer forbit-wise comparison, bit-wise comparison schemes have betterperformance due to less multiplicative depth of the comparisoncircuit. Our analysis shows that bit-wise comparison based ondepth optimized circuits have O(log(l)) multiplicative depth, where as the integer-wise comparison has O(l) multiplicativedepth and bit-wise comparison based on two's complementarithmetic techniques has O(l) multiplicative depth. We haveevaluated the performance of odd-even merge sort and direct sortby considering all the three above stated comparison techniqueson FHE data using HElib library and analyzed their complexities.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    17
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
17
Top 10%
Top 10%
Top 10%
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!