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researcher

Muhammad Umer

4 papers hereh-index 333.8k citations170 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CR1
same name
  • Muhammad Umer — 22 papers, h 8
  • Muhammad Umer — 8 papers, h 2
  • Muhammad Umer — 6 papers, h 6
  • Muhammad Umer — 5 papers, h 6
  • Muhammad Umer — 2 papers, h 2
  • Muhammad Umer — 1 paper, h 1

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
20202023
most citedFalse Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing cs.CRShow all

1 paper · 1 filter

cs.CR2022

Contributor-Aware Defenses Against Adversarial Backdoor Attacks

Glenn Dawson, Muhammad Umer, Robi Polikar

Deep neural networks for image classification are well-known to be vulnerable to adversarial attacks. One such attack that has garnered recent attention is the adversarial backdoor…

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