1 code implementation • 4 Sep 2023 • Kacem Khaled, Mouna Dhaouadi, Felipe Gohring de Magalhães, Gabriela Nicolescu
This can be time-consuming and resource-intensive which hinders the deployment of these defenses in real-world applications.
1 code implementation • 21 Jul 2022 • Kacem Khaled, Gabriela Nicolescu, Felipe Gohring de Magalhães
In fact, a malicious user using only a query access to the prediction output of a model can extract it and obtain a high-accuracy and high-fidelity surrogate model.
no code implementations • 25 Sep 2021 • Oumayma Messoussi, Felipe Gohring de Magalhaes, Francois Lamarre, Francis Perreault, Ibrahima Sogoba, Guillaume-Alexandre Bilodeau, Gabriela Nicolescu
Detecting and tracking vehicles in urban scenes is a crucial step in many traffic-related applications as it helps to improve road user safety among other benefits.
1 code implementation • 15 Jul 2020 • Felipe Gohring de Magalhaes, Alexy Torres Aurora Dugo, Jean-Baptiste Lefoul, Gabriela Nicolescu
In this document, we present SFPBench, a generic benchmark framework for the assessment of performance metrics on partitioned RTSs.
Software Engineering Performance C.4