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Post-Doctoral Research Visit F/M privacy preserving federated learning with applications in medical domains Imprimer Tweet
  • 22970
  • 27-05-2024
  • INRIA
  • Post Doc
  • 31-12-2024
  • Sécurité et confidentialité


  • The recruited post-doc will collaborate with colleagues in the MAGNET team and the TRUMPET, FLUTE and REDEEM project consortia.

    If the research features a prototype, it will contribute to the project’s open source library.

    We hope the post-doc can bring new expertise to the group and/or can help intensifying collaboration in the project consortium. He will collaborate closely with the other group members on realizing the research objectives of the project. Engineers in the team can support the prototyping and validation.

    Possible topics of research include (but are not limited to):

    Cryptography-based strategies to improve the security of privacy-preserving AI systems.
    Inference methods for privacy assessment and/or theory for statistical privacy in general
    Programming language strategies such as those relevant in compilers and interpreters
    Design and development of the TRUMPET/FLUTE platform and its supporting algorithms.


    Principales activités

    Contribute to the research of theprojects
    Collaborate with other MAGNET and project team members
    Collaborate with engineers to prototype proposed algorithms and validate them
    Disseminate research results




  • The following skills are desired for this position:

    a strong research background in the domain of the project (or at least a specific area such as privacy, cryptography, statistics, distributed systems, ...)
    good communication and reporting skills, and an interest in collaborative work
    proficiency in English

    Avantages

    Subsidized meals
    Partial reimbursement of public transport costs
    Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
    Possibility of teleworking and flexible organization of working hours
    Professional equipment available (videoconferencing, loan of computer equipment, etc.)
    Social, cultural and sports events and activities
    Access to vocational training
    Social security coverage