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TRUSTroke WP2 review and seminars

→ Europe/Zurich
CERN

CERN
Description

The TRUSTroke project is funded by the European Union in the call HORIZON-HLTH-2022-STAYHLTH-01-two-stage under grant agreement No-101080564

  • Thursday 28 September
    • 08:30 → 09:00
      Arrival at CERN reception 30m
    • 09:00 → 12:00
      TRUSTroke WP2 review (1/2) 3h 4/3-001

      4/3-001

      CERN

      18
      Show room on map
      • Federated Learning Algorithms
        - Implemented CERN/CNR/Polimi
        - FedAvg, FedOpt, FedProx, SCAFFOLD (DL)
        - XGBoost/LightGBM
        - non-IID data
      • Privacy-preserving algorithms
        - Data leakage
        - Adversarial attacks
        - Trusted nodes
        - Differential Privacy
        - Homomorphic encryption
        - Federated Statistics/Analytics
      • Communication Protocols:
        - MQTT
        - REST/gRPC
        - Encryption
        - Authentication
      • CERN network and security
      Speaker: Luigi Serio (CERN)
    • 12:00 → 13:00
      TRUSTroke webinar on Federated Learning 1h 4/3-001

      4/3-001

      CERN

      18
      Show room on map
      • FL theories and applications (Stefano Savazzi)
      • Network, Security and privacy (Michele Carminati and Alessandro Redondi)
      • CERN FL operating platform (CAFEIN) demo (Diogo Reis Santos)

      Please use the link below to join the webinar:
      https://cern.zoom.us/j/65647682273?pwd=ZFFtNEV3Y1dGSE95L2d4YnIySkkvQT09
      Passcode: 033428

      https://indico.cern.ch/e/trustrokewebinar

      Speakers: Alessandro Redondi (Politecnico di Milano), Diogo Reis Santos (CERN), Luigi Serio (CERN), Michele Carminati (Politecnico di Milano), Stefano Savazzi (CNR)
      cafein_demo.pdf
      cafein_demo.pptx
      FL webinar introduction.pdf
      FL webinar introduction.pptx
      Trustroke_FL_theory_webinar.pdf
      Trustroke_FL_theory_webinar.pptx
      [Trustroke] WP2 Webinar - Security and Privacy of Federated Learning Systems.pdf
      [Trustroke] WP2 Webinar - Security and Privacy of Federated Learning Systems.pptx
      WP2_webinar_net .pdf
      WP2_webinar_net .pptx
    • 13:00 → 14:30
      Workshop lunch at R1 1h 30m
    • 14:40 → 15:10
      Visit to SynchroCyclotron - to introduce the role of CERN in fundamental research, up its contribution to TRUSTroke 30m

      The 600-MeV Synchrocyclotron (SC), which came into operation in 1957, was CERN’s first accelerator. It provided beams for CERN’s first experiments in particle and nuclear physics. In 1967, it began supplying beams for a dedicated radioactive-ion-beam facility called ISOLDE, which still carries out research ranging from pure nuclear physics to astrophysics and medical physics. In 1990 the SC closed down after 33 years of service.

      Speaker: Alessandro Raimondo (CERN)
    • 15:20 → 16:00
      Visit to Data Centre - to show the servers/infrastructure where the TRUSTroke project algorithms will be hosted 40m

      The CERN Data Centre is the heart of CERN’s entire scientific, administrative, and computing infrastructure. All services, including email, scientific data management and videoconferencing use equipment based here.
      The 450 000 processor cores and 10 000 servers run 24/7. Over 90% of the resources for computing in the Data Centre are provided through a private cloud based on OpenStack, an open-source project to deliver a massively scalable cloud operating system.

      Speaker: Alessandro Raimondo (CERN)
    • 19:00 → 21:00
      Working dinner (Café de la Place - Meyrin) 2h
  • Friday 29 September
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