11 citations · 24 across the 8 of their papers we have counts for
8 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…
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems
Ehsan Toreini, Maryam Mehrnezhad, Aad van Moorsel
Fair machine learning is a thriving and vibrant research topic. In this paper, we propose Fairness as a Service (FaaS), a secure, verifiable and privacy-preserving protocol to comp…
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…
A Dataset of Coordinated Cryptocurrency-Related Social Media Campaigns
Karolis Zilius, Tasos Spiliotopoulos, Aad van Moorsel
The rise in adoption of cryptoassets has brought many new and inexperienced investors in the cryptocurrency space. These investors can be disproportionally influenced by informatio…
LDRNet: Enabling Real-time Document Localization on Mobile Devices
Han Wu, Holland Qian, Huaming Wu +1
While Identity Document Verification (IDV) technology on mobile devices becomes ubiquitous in modern business operations, the risk of identity theft and fraud is increasing. The id…
Know Your Customer: Balancing Innovation and Regulation for Financial Inclusion
Karen Elliott, Kovila Coopamootoo, Edward Curran +8
Financial inclusion depends on providing adjusted services for citizens with disclosed vulnerabilities. At the same time, the financial industry needs to adhere to a strict regulat…
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context
Ehsan Toreini, Mhairi Aitken, Kovila P. L. Coopamootoo +5
Concerns about the societal impact of AI-based services and systems has encouraged governments and other organisations around the world to propose AI policy frameworks to address f…