4 papers
The Uneasy Marriage of AI and Dependability: Integrating Taxonomy and Methods for Dependability and Accuracy Enhancement
Aad van Moorsel
In this paper we discuss the connection between fault-tolerance mechanisms in traditional computer systems, and approaches in accuracy enhancement for AI-based services. We will fi…
Trustworthiness in Digital Twin Systems: Systematic Review and Research Horizons
Chi Fai David Lam, Aad van Moorsel, Zoya Pourmirza
Digital Twins (DTs) are increasingly deployed across application domains, yet the treatment of trust-related issues remains unevenly addressed. To examine whether and how trust is…
VT-GAN: Cooperative Tabular Data Synthesis using Vertical Federated Learning
Zilong Zhao, Han Wu, Aad Van Moorsel +1
This paper presents the application of Vertical Federated Learning (VFL) to generate synthetic tabular data using Generative Adversarial Networks (GANs). VFL is a collaborative app…
UKFin+: A Research Agenda for Financial Services
Jing Chen, Karen Elliott, William Knottenbelt +5
This document presents a research agenda for financial services as a deliverable of UKFin+, a Network Plus grant funded by the Engineering and Physical Sciences Research Council. U…