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Derek Abbott

9 papers hereh-index 14399 citations31 works total

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

author position
  • middle author1
  • last author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CR7
  • cs.CV2
same name
  • Derek Abbott — 3 papers, h 4
  • Derek Abbott — 1 paper, h 14

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
20212026
most citedDangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World

16 citations · 34 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CR2021★ 4 cited

NTD: Non-Transferability Enabled Backdoor Detection

Yinshan Li, Hua Ma, Zhi Zhang +6

A backdoor deep learning (DL) model behaves normally upon clean inputs but misbehaves upon trigger inputs as the backdoor attacker desires, posing severe consequences to DL model d…

cs.CR2021★ 7 cited

Quantization Backdoors to Deep Learning Commercial Frameworks

Hua Ma, Huming Qiu, Yansong Gao +7

Currently, there is a burgeoning demand for deploying deep learning (DL) models on ubiquitous edge Internet of Things (IoT) devices attributed to their low latency and high privacy…

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