4 papers
How Fair is Software Fairness Testing?
Ann Barcomb, Mariana Pinheiro Bento, Giuseppe Destefanis +4
Software fairness testing is a central method for evaluating AI systems, yet the meaning of fairness is often treated as fixed and universally applicable. This vision paper positio…
Operationalising DAO Sustainability KPIs: A Multi-Chain Dashboard for Governance Analytics
Silvio Meneguzzo, Claudio Schifanella, Valentina Gatteschi +1
We present DAO Portal, a production-grade analytics pipeline and interactive dashboard for assessing the sustainability of Decentralised Autonomous Organisations (DAOs) through Key…
Shill Bidding Prevention in Decentralized Auctions Using Smart Contracts
M. A. Bouaicha, G. Destefanis, T. Montanaro +2
In online auctions, fraudulent behaviors such as shill bidding pose significant risks. This paper presents a conceptual framework that applies dynamic, behavior-based penalties to…
Evaluating DAO Sustainability and Longevity Through On-Chain Governance Metrics
Silvio Meneguzzo, Claudio Schifanella, Valentina Gatteschi +1
Decentralised Autonomous Organisations (DAOs) automate governance and resource allocation through smart contracts, aiming to shift decision-making to distributed token holders. How…