International Association for Cryptologic Research

International Association
for Cryptologic Research

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Postdoc position in Privacy-Preserving Machine Learning using MPC
University of Leuven (KU LEUVEN)
The Computer Security and Industrial Cryptography (COSIC) research group belongs to the Electrical Engineering Department at the KU Leuven. Research group COSIC is looking for a Postdoc researcher to work on efficient MPC protocols for privacy-preserving machine learning.
The prospective candidate will design and develop efficient MPC protocols for privacy-preserving data analytics for medical diagnostics and predictive maintenance applications. The work includes, but is not limited to, investigating machine learning algorithms that best suit MPC and that have efficient implementations over MPC. You will be working closely with tools such as SCALE-MAMBA and/or MP-SPDZ. The candidate will be part of a team in a project on Secure and Scalable Data Sharing, which will run until mid-2025.
Specific skills required:
The candidate must hold a PhD degree in Cryptography or a related subject with strong publication records in crypto/security venues. In addition to a strong background in both public and symmetric cryptography, good knowledge in MPC, machine learning algorithms, and cryptographic protocols are expected. Hands on experience with an MPC framework will be considered as a merit. The candidate should also have coding experience in C/C++ and Python, experience in practical aspects of secure computation is a must.
Contact: Please check the application procedure at https://www.esat.kuleuven.be/cosic/vacancies/ and send all requested documents to jobs-cosic@esat.kuleuven.be
Last updated: 2021-11-24 posted on 2021-11-22