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researcher

Junbum Shin

4 papers hereh-index 111.3k citations17 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CR3
  • cs.DB1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedCollecting and Analyzing Data from Smart Device Users with Local Differential Privacy

162 citations · 210 across the 3 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.CR2024★ 9 cited

HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption

Seewoo Lee, Garam Lee, Jung Woo Kim +2

Transfer learning is a de facto standard method for efficiently training machine learning models for data-scarce problems by adding and fine-tuning new classification layers to a m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.