Ph.D. student: Mr. Oualid Zari, Digital Security Dept., EURECOM
Thesis: Privacy Attacks and Defenses for Machine Learning
Supervisors: Prof. M. Önen , Dr. A. Ünsal
Time period: October 2021 - January 2025
Status: Completed
Funding: 3IA Côte d’Azur Interdisciplinary Institute for Artificial Intelligence
Master students: Ms. Tonia El Bacha
Student project: Fairness and Differential Privacy in Machine Learning
Supervisors: Prof. M. Önen & Dr. A. Ünsal
Time Period: March 2025
Status: Ongoing
Master students: Ms. Shinyi Meagana Hettiarachchi and Ms. Esther Calvo-Mayo
Student project: Membership Inference Attacks and Differential Privacy in Speech-to-Text Systems
Supervisors: Prof. M. Önen , Dr. A. Ünsal, Mr. Oualid Zari
Time Period: October 2024 - February 2025
Status: Completed
Master students: Mr. Gabin Davesne & Mr. Ahmed Soyah, EURECOM
Student project: Mode inversion Node attribute attacks against GNNs
Supervisors: Prof. M. Önen , Dr. A. Ünsal, Mr. Oualid Zari
Time Period: April -June 2024
Status: Completed
Master student: Ms. Oumayma Amiri, Digital Security Dept., EURECOM
Student project: Adversarial Classification with Differential Privacy
Supervisors: Prof. M. Önen , Dr. A. Ünsal
Time Period: March-June 2021
Status: Completed
Current teaching activity:
Digital Signal Processing is an undergraduate level engineering class taught since September 2022, at EURECOM.
References:
1- Signals and Systems by A.V. Oppenheim, A.S. Wilsky and I.T. Young.
2- Signal Processing for Communications by P. Prandoni and M. Vetterli.
Machine Learning for Communication Systems- MALCOM is an undergraduate course that I am involved in since March 2024 at EURECOM.
References:
1- Understanding Machine Learning, SHALEV-SHWARTZ S., BEN-DAVID S., Cambridge University Press, 2014
2- Foundations of Machine Learning, MOHRI M., ROSTAMIZADEH A., TALWALKAR A. MIT Press, 2012
3- Machine Learning for Engineers, Osvaldo SIMEONE
Former teaching experience:
Signal Theory exercise sessions (in German), 2015-2016, Paderborn University
Statistical Signal Processing help sessions (in English), 2015-2016, Paderborn University
Signal and System Theory undergraduate level student project, 2015-2016, Paderborn University
Digital Communication assistance in post-graduate course held in 2012-2013 at EURECOM