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researcher

Daniel M. Roy

9 papers here

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

author position
  • sole author1
  • middle author5
  • last author3

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.ST2
  • stat.ML2
  • cs.CV1
  • math.PR1
same name
  • Daniel M. Roy — 29 papers, h 39
  • Daniel M. Roy — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20122024
most citedA study of the effect of JPG compression on adversarial images

254 citations · 392 across the 9 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2016★ 254 cited

A study of the effect of JPG compression on adversarial images

Gintare Karolina Dziugaite, Zoubin Ghahramani, Daniel M. Roy

Neural network image classifiers are known to be vulnerable to adversarial images, i.e., natural images which have been modified by an adversarial perturbation specifically designe…

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