HPMPC

High Performance Implementation of several Secure Multiparty Computation Protocols.

PIGEON

PIGEON: Private Inference of Neural Networks.

Menual

Android app that lets users scan a restaurant menu and receive nutrition scores for each detected item based on the German Nutrition Society’s (DGE) standards.

Verification of Outsourced Object Detection

Let an IoT device send an image stream to a third-party edge server and receive real-time object detection results. A verifier confirms the correctness of the edge server’s responses.

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

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2022

Exploring Privacy-Enhancing Technologies in the Automotive Value Chain

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

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Verifying Outsourced Computation in an Edge Computing Marketplace

Authors: Christopher Harth-Kitzerow, Gonzalo Munilla Garrido

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CRGC - A Practical Framework for Constructing Reusable Garbled Circuits

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

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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

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2024

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

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

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

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2012

Talk 1 on Relevant Topic in Your Field

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2013

Tutorial 1 on Relevant Topic in Your Field

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2014

Talk 2 on Relevant Topic in Your Field

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Conference Proceeding talk 3 on Relevant Topic in Your Field

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Teaching experience 1

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2015

Teaching experience 2

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