3 papers
cs.SE2026
AIBoMGen: Generating an AI Bill of Materials for Secure, Transparent, and Compliant Model Training
Wiebe Vandendriessche, Jordi Thijsman, Laurens D'hooge +2
The rapid adoption of complex AI systems has outpaced the development of tools to ensure their transparency, security, and regulatory compliance. In this paper, the AI Bill of Mate…
cs.CR2026
MOZAIK: A Privacy-Preserving Analytics Platform for IoT Data Using MPC and FHE
Michiel Van Kenhove, Erik Pohle, Leonard Schild +5
The rapid increase of Internet of Things (IoT) systems across several domains has led to the generation of vast volumes of sensitive data, presenting significant challenges in term…
cs.DC2025
Delta Sum Learning: an approach for fast and global convergence in Gossip Learning
Tom Goethals, Merlijn Sebrechts, Stijn De Schrijver +2
Federated Learning is a popular approach for distributed learning due to its security and computational benefits. With the advent of powerful devices in the network edge, Gossip Le…