Fall 2024 (current)

CS 491

• Projects: TBD

CS 223 Digital Design

Spring 2024

CS 491

• Project: Dermaid
  Team: Emirhan Büyükkonuklu, Hasan Yarkın Kurt, Göktuğ Kuşcu, Saad Khan.

CS 475/577 Data Privacy

Student Supervision

I've worked with the following students over the course of my PhD:

• Natalija Mitic
  (Ongoing Project)
  Master semester project (12 ECTS), Fall 2023.
• Francesco Intoci
  Encrypted Deep Neural Network Inference
  Master semester project (12 ECTS), Spring 2022.
• Abdulrahman Diaa
  Privacy-Preserving Federated Recurrent Neural Networks
  Summer@EPFL student, 2021.
• Xavier Oliva I Jurgens
  Privacy-Preserving Federated Hyperparameter Tuning on Non-IID Data Silos: A Measurement Study
  Master semester project (12 ECTS), Fall 2021.
• Shufan Wang
  Privacy-Preserving Federated Neural Network Training for Disease Associated Cell Detection
  Master semester project (12 ECTS), Spring 2021.
• Simon Nicolas Perriard
  Privacy-Preserving Hyperparameter Tuning in Federated Learning Setting
  Master semester project (12 ECTS), Spring 2021.
• Raphaël Reis Nunes
  Distributed Learning with Neural Networks: a performance analysis under decentralization and server failure constrains
  Bachelor semester project (8 ECTS), Spring 2020
• Claire Marie Louise Lefrancq
  Convolutional Neural Networks for Disease-Associated Cell Detection
  Bachelor semester project (8 ECTS), Fall 2020