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Gregg Fields

3 papers hereh-index 371 citations7 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20212025
collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Trojan Cleansing with Neural Collapse

Xihe Gu, Greg Fields, Yaman Jandali +2

Trojan attacks are sophisticated training-time attacks on neural networks that embed backdoor triggers which force the network to produce a specific output on any input which inclu…

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