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researcher

J. B. Collins

3 papers hereh-index 3185 citations12 works total

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

author position
  • sole author1
  • middle author1
  • last author1

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

fields
  • cs.CR1
  • cs.LG1
  • cs.MS1
same name
  • J. B. Collins — 2 papers, h 4

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
20102020
most citedA Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks

53 citations · 55 across the 3 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 2 cited

Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers

Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick

We consider the problem of prediction by a machine learning algorithm, called learner, within an adversarial learning setting. The learner's task is to correctly predict the class…

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