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Matt Fredrikson

44 papers hereh-index 3416.9k citations115 works total

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

author position
  • first author1
  • middle author26
  • last author17

Across the 44 of 44 papers where every author was matched, so the position is known.

fields
  • cs.LG28
  • cs.CR10
  • cs.AI2
  • cs.CL2
  • cs.CY1
  • cs.PL1
same name
  • Matt Fredrikson — 20 papers, h 7
  • Matt Fredrikson — 1 paper
  • Matt Fredrikson — 1 paper, h 2
  • Matt Fredrikson — 1 paper

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
20152024
most citedUniversal and Transferable Adversarial Attacks on Aligned Language Models

196 citations · 724 across the 42 of their papers we have counts for

collaborators
Showing cs.CYShow all

1 paper · 1 filter

cs.CY2017

Proxy Non-Discrimination in Data-Driven Systems

Anupam Datta, Matt Fredrikson, Gihyuk Ko +2

Machine learnt systems inherit biases against protected classes, historically disparaged groups, from training data. Usually, these biases are not explicit, they rely on subtle cor…

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