Ali Burak Ünal | DeepAI

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Featured Co-authors

Enkelejda Kasneci
49 publications
Nico Pfeifer
12 publications
Mete Akgün
8 publications
Efe Bozkir
7 publications
Erik Buchmann
3 publications
Sofiane Ouaari
2 publications
Anika Hannemann
2 publications
Arjhun Swaminathan
1 publication

∙ 09/08/2023

Robust Representation Learning for Privacy-Preserving Machine Learning: A Multi-Objective Autoencoder Approach

Several domains increasingly rely on machine learning in their applicati...

0 Sofiane Ouaari, et al. ∙

∙ 06/05/2023

A Privacy-Preserving Federated Learning Approach for Kernel methods

It is challenging to implement Kernel methods, if the data sources are d...

0 Anika Hannemann, et al. ∙

∙ 02/07/2022

CECILIA: Comprehensive Secure Machine Learning Framework

Since machine learning algorithms have proven their success in data mini...

0 Ali Burak Ünal, et al. ∙

∙ 02/17/2021

ppAUC: Privacy Preserving Area Under the Curve with Secure 3-Party Computation

Computing an AUC as a performance measure to compare the quality of diff...

0 Ali Burak Ünal, et al. ∙

∙ 12/04/2020

ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare

To train sophisticated machine learning models one usually needs many tr...

0 Ali Burak Ünal, et al. ∙

∙ 11/06/2019

Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework

Eye tracking is handled as one of the key technologies for applications ...

0 Efe Bozkir, et al. ∙

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