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researcher

R. Walls

9 papers hereh-index 171.1k citations45 works total

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

author position
  • middle author3
  • last author6

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

fields
  • cs.CR5
  • cs.DC2
  • cs.LG1
  • cs.PF1
same name
  • R. Walls — 1 paper, h 31

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 citedConfidential Deep Learning: Executing Proprietary Models on Untrusted Devices

18 citations · 30 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020

Data-Free Model Extraction

Jean-Baptiste Truong, Pratyush Maini, Robert J. Walls +1

Current model extraction attacks assume that the adversary has access to a surrogate dataset with characteristics similar to the proprietary data used to train the victim model. Th…

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