Computer Science PhD Position in Privacy-Preserving Federated Learning

1 dia atrás


Porto, Porto, Portugal Inria, The French National Research Institute For The Digital Sciences Tempo inteiro

Company Overview

Inria, the French national research institute for the digital sciences, is seeking a talented PhD student to join their team as part of the HE Trumpet project, the HE Flute project, and/or the PEPR IA Redeem project. The recruited PhD student will collaborate with colleagues in the MAGNET team and the project consortia in general.

Job Description

The PhD student position will focus on researching and prototyping algorithms for secure, privacy-preserving federated learning in settings with potentially malicious participants. The projects aim to develop applications in oncology, focusing on statistical privacy that allows for bounding the amount of information revealed.

Required Skills and Qualifications

Candidates should have a strong background in computer science and mathematics, with good mastery of English. A strong programming skills in C/C++ or Python, as well as knowledge of relevant topics in cryptography, statistics, distributed computing, and programming languages, are also required. Good relational skills, such as working in a team, effective reporting, and communication with all involved stakeholders, are essential.

Benefits

The successful candidate will benefit from a gross monthly salary of €2100 (first and second year) or €2190 (third year), as well as partial reimbursement of public transport costs, leave, possibility of teleworking, flexible organization of working hours, professional equipment available, social, cultural, and sports events and activities, access to vocational training, social security coverage, and more.

Selection Process

The selection process includes CV, application letter, recommendation letters, list of publications, academic transcripts, thesis, and project report.



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