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researcher

G. Dziugaite

52 papers hereh-index 286.3k citations73 works total

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

author position
  • first author7
  • middle author24
  • last author19

Across the 50 of 52 papers where every author was matched, so the position is known.

fields
  • cs.LG42
  • stat.ML5
  • cs.CV2
  • cs.AI1
  • cs.CL1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedA study of the effect of JPG compression on adversarial images

254 citations · 1.3k across the 50 of their papers we have counts for

collaborators
Showing 2016 · cs.CVShow all

1 paper · 2 filters

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.