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researcher

Liam H. Fowl

31 papers hereh-index 202.5k citations38 works total

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

author position
  • first author5
  • middle author25

Across the 30 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG21
  • cs.AI4
  • cs.CR2
  • cs.CL1
  • cs.CV1
  • cs.GR1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedAdversarially Robust Distillation

159 citations · 509 across the 29 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2020★ 36 cited

Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching

Jonas Geiping, Liam Fowl, W. Ronny Huang +4

Data Poisoning attacks modify training data to maliciously control a model trained on such data. In this work, we focus on targeted poisoning attacks which cause a reclassification…

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