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researcher

B. Nelson

7 papers hereh-index 2310.2k citations56 works total

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

author position
  • first author2
  • middle author5

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

fields
  • cs.LG5
  • cs.CR1
  • stat.ML1
same name
  • B. Nelson — 59 papers, h 27
  • B. Nelson — 15 papers, h 11
  • B. Nelson — 10 papers, h 15
  • B. Nelson — 4 papers, h 95
  • B. Nelson — 3 papers, h 24
  • B. Nelson — 2 papers, h 49

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
20102022
most citedEvasion Attacks against Machine Learning at Test Time

889 citations · 1.9k across the 7 of their papers we have counts for

collaborators
Showing 2012 · cs.LGShow all

1 paper · 2 filters

cs.LG2012★ 740 cited

Poisoning Attacks against Support Vector Machines

Battista Biggio, Blaine Nelson, Pavel Laskov

We investigate a family of poisoning attacks against Support Vector Machines (SVM). Such attacks inject specially crafted training data that increases the SVM's test error. Central…

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