3 papers
cs.LG2025
DivQAT: Enhancing Robustness of Quantized Convolutional Neural Networks against Model Extraction Attacks
Kacem Khaled, Felipe Gohring de Magalhães, Gabriela Nicolescu
Convolutional Neural Networks (CNNs) and their quantized counterparts are vulnerable to extraction attacks, posing a significant threat of IP theft. Yet, the robustness of quantize…
cs.SE2025
Implementation of the Collision Avoidance System for DO-178C Compliance
Rim Zrelli, Henrique Amaral Misson, Sorelle Kamkuimo +4
This technical report presents the detailed implementation of a Collision Avoidance System (CAS) for Unmanned Aerial Vehicles (UAVs), developed as a case study to demonstrate a rig…
cs.ET2023
SerIOS: Enhancing Hardware Security in Integrated Optoelectronic Systems
Felipe Gohring de Magalhaes, Mahdi Nikdast, Gabriela Nicolescu
Silicon photonics (SiPh) has different applications, from enabling fast and high-bandwidth communication for high-performance computing systems to realizing energy-efficient optica…