Angelo Saadeh

angelo.saadeh@telecom-paris.fr
Office Number 4B-41
19 Place Marguerite Perey
91120 Palaiseau - FRANCE

I am a PhD student, member of the ACES Team at Telecom Paris, working under the supervision of Matthieu Rambaud (Telecom Paris) and Daniel Augot ( INRIA ) on secure multiparty computation.
More specifically, I work on the applications of secure multiparty computation (MPC) in machine learning. Click here for a two-minute introductive video!

The PhD program benefits from the financial support of the Labex Digicosme as part of the Scilex axe.


Research

Coming very soon, stay posted.


Research Experience

PhD Program

Telecom Paris

Optimizing, creating and applying secure multiparty computation protocols to machine learning algorithms in order to keep the training data private.

November 2019 - Present

Research Intern

Inria Saclay

Exploring the mathematical tools that optimize the communication cost in secure multiparty computation protocols, like hyper-invertible matrices for example. The matrices allow players to generate uniformly random field elements while tolerating a number of corrupted players in an efficient manner.

March 2019 - August 2019

Teaching

Telecom Paris

MDI210: Optimization and numerical analysis
Practicum - Fall 2020
Course - Fall 2021
Fall 2020 - Fall 2021

Acadamic Background

University of Paris Saclay - France

Master of Science
Applied Algebra - Cryptography and Computer Algebra
September 2019

Lebanese University - Lebanon

Bachelor of Science
Mathematics
July 2017