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Ayana Kawamura

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR3

identity via Semantic Scholar / OpenAlex

most citedPrivacy-Preserving Machine Learning Using EtC Images

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.CR2020

A Privacy-Preserving Machine Learning Scheme Using EtC Images

Ayana Kawamura, Yuma Kinoshita, Takayuki Nakachi +2

We propose a privacy-preserving machine learning scheme with encryption-then-compression (EtC) images, where EtC images are images encrypted by using a block-based encryption metho…

cs.CR2019★ 1 cited

Privacy-Preserving Machine Learning Using EtC Images

Ayana Kawamura, Yuma Kinoshita, Hitoshi Kiya

In this paper, we propose a novel privacy-preserving machine learning scheme with encrypted images, called EtC (Encryption-then-Compression) images. Using machine learning algorith…

cs.CR2019

Privacy-Preserving Support Vector Machine Computing Using Random Unitary Transformation

Takahiro Maekawa, Ayana Kawamura, Takayuki Nakachi +1

A privacy-preserving support vector machine (SVM) computing scheme is proposed in this paper. Cloud computing has been spreading in many fields. However, the cloud computing has so…

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