3 citations · 5 across the 4 of their papers we have counts for
6 papers
Secure and Distributed Assessment of Privacy-Preserving Releases of GWAS
Túlio Pascoal, Jérémie Decouchant, Marcus Völp
Genome-wide association studies (GWAS) identify correlations between the genetic variants and an observable characteristic such as a disease. Previous works presented privacy-prese…
I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies
Túlio Pascoal, Jérémie Decouchant, Antoine Boutet +1
Genome-wide Association Studies (GWASes) identify genomic variations that are statistically associated with a trait, such as a disease, in a group of individuals. Unfortunately, ca…
Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets
Federico Lucchetti, Jérémie Decouchant, Maria Fernandes +2
Federated learning allows clients to collaboratively train models on datasets that are acquired in different locations and that cannot be exchanged because of their size or regulat…
PISTIS: An Event-Triggered Real-Time Byzantine-Resilient Protocol Suite
David Kozhaya, Jeremie Decouchant, Vincent Rahli +1
The accelerated digitalisation of society along with technological evolution have extended the geographical span of cyber-physical systems. Two main threats have made the reliable…
PriLok: Citizen-protecting distributed epidemic tracing
Paulo Esteves-Verissimo, Jérémie Decouchant, Marcus Völp +2
Contact tracing is an important instrument for national health services to fight epidemics. As part of the COVID-19 situation, many proposals have been made for scaling up contract…
RT-ByzCast: Byzantine-Resilient Real-Time Reliable Broadcast
David Kozhaya, Jérémie Decouchant, Paulo Esteves-Verissimo
Today's cyber-physical systems face various impediments to achieving their intended goals, namely, communication uncertainties and faults, relative to the increased integration of…