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researcher

Florent Guépin

3 papers hereh-index 338 citations4 works total

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

author position
  • first author1
  • middle author2

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

fields
  • cs.CR2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedCorrelation inference attacks against machine learning models

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

collaborators
Showing 2023 · cs.CRShow all

1 paper · 2 filters

cs.CR2023

Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data

Florent Guépin, Matthieu Meeus, Ana-Maria Cretu +1

Synthetic data is emerging as one of the most promising solutions to share individual-level data while safeguarding privacy. While membership inference attacks (MIAs), based on sha…

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