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Thomas Humphries

8 papers hereh-index 7184 citations14 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CR7
  • cs.LG1
same name
  • Thomas Humphries — 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
20202026
most citedCache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration

2 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CR2023

PEPSI: Practically Efficient Private Set Intersection in the Unbalanced Setting

Rasoul Akhavan Mahdavi, Nils Lukas, Faezeh Ebrahimianghazani +7

Two parties with private data sets can find shared elements using a Private Set Intersection (PSI) protocol without revealing any information beyond the intersection. Circuit PSI p…

cs.CR2023★ 1 cited

Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions

Abdulrahman Diaa, Lucas Fenaux, Thomas Humphries +9

Machine Learning as a Service (MLaaS) is an increasingly popular design where a company with abundant computing resources trains a deep neural network and offers query access for t…

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