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researcher

William W. Pearce

7 papers hereh-index 3342 citations9 works total

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

author position
  • first author1
  • middle author2
  • last author4

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

fields
  • cs.CR4
  • cs.AI3

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedPoisoning Web-Scale Training Datasets is Practical

15 citations · 15 across the 5 of their papers we have counts for

collaborators
Showing 2023 · cs.CRShow all

1 paper · 2 filters

cs.CR2023★ 15 cited

Poisoning Web-Scale Training Datasets is Practical

Nicholas Carlini, Matthew Jagielski, Christopher A. Choquette-Choo +6

Deep learning models are often trained on distributed, web-scale datasets crawled from the internet. In this paper, we introduce two new dataset poisoning attacks that intentionall…

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