Publications

2024

Truncation Untangled: Scaling Fixed-Point Arithmetic for Privacy-Preserving Machine Learning to Large Models and Datasets

Authors: Christopher Harth-Kitzerow, Ajith Suresh, Georg Carle

PIGEON: A High Throughput Framework for Private Inference of Neural Networks using Secure Multiparty Computation

Authors: Christopher Harth-Kitzerow, Yonqin Wang, Rachit Rajat, Murali Annavaram, Georg Carle

2023

High-Throughput Secure Multiparty Computation with an Honest Majority in Various Network Settings

Authors: Christopher Harth-Kitzerow, Ajith Suresh, Yongqin Wang, Murali Annavaram, Georg Carle

2022

CRGC - A Practical Framework for Constructing Reusable Garbled Circuits

Authors: Christopher Harth-Kitzerow, Georg Carle, Fan Fei, Andre Luckow, Johannes Klepsch

Verifying Outsourced Computation in an Edge Computing Marketplace

Authors: Christopher Harth-Kitzerow, Gonzalo Munilla Garrido

Exploring Privacy-Enhancing Technologies in the Automotive Value Chain

Authors: Gonzalo Munilla Garrido, Kaja Schmidt, Christopher Harth-Kitzerow, Johannes Klepsch, Andre Luckow, Florian Matthes

2019

People Analytics – Using Data and Algorithms to shape the Employee Experience

Authors: Uri Gal, Kai Riemer, Christopher Harth-Kitzerow, Catherine Aboud, Claire Duquesne, Simone Briggs