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researcher

Ajith Suresh

Technical University of Darmstadt

14 papers hereh-index 161.7k citations37 works total

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

author position
  • sole author1
  • middle author5
  • last author7

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CR12
  • cs.LG2
affiliations
  • Technical University of Darmstadt
  • Indian Institute of Science
Homepage

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedTrident: Efficient 4PC Framework for Privacy Preserving Machine Learning

147 citations · 393 across the 14 of their papers we have counts for

collaborators
Showing 2021 · cs.CRShow all

2 papers · 2 filters

cs.CR2021★ 4 cited

MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning

Ajith Suresh

In the modern era of computing, machine learning tools have demonstrated their potential in vital sectors, such as healthcare and finance, to derive proper inferences. The sensitiv…

cs.CR2021★ 54 cited

Tetrad: Actively Secure 4PC for Secure Training and Inference

Nishat Koti, Arpita Patra, Rahul Rachuri +1

Mixing arithmetic and boolean circuits to perform privacy-preserving machine learning has become increasingly popular. Towards this, we propose a framework for the case of four par…

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