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researcher

David A. Wagner

7 papers hereh-index 161.7k citations28 works total

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

author position
  • middle author1
  • last author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CR1
  • cs.CV1
same name
  • David A. Wagner — 7 papers, h 9
  • David A. Wagner — 1 paper, h 2

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
20192021
most citedFighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks

8 citations · 9 across the 2 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2021★ 1 cited

Model-Agnostic Defense for Lane Detection against Adversarial Attack

Henry Xu, An Ju, David Wagner

Susceptibility of neural networks to adversarial attack prompts serious safety concerns for lane detection efforts, a domain where such models have been widely applied. Recent work…

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