4 papers
LEGIT: Credentialing Protocol for Trustworthy AI Agent Marketplaces
Steve Drew, Jiayu Zhou
Agentic marketplaces are emerging where AI agents with varying capabilities autonomously complete specialized tasks for buyers. A major challenge of such marketplaces is that buyer…
Bitcoin Cross-Chain Bridge: A Taxonomy and Its Promise in Artificial Intelligence of Things
Guojun Tang, Carylyne Chan, Ning Nan +5
Bitcoin's limited scripting capabilities and lack of native interoperability mechanisms have constrained its integration into the broader blockchain ecosystem, especially decentral…
Lightweight and Robust Federated Data Valuation
Guojun Tang, Jiayu Zhou, Mohammad Mamun +1
Federated learning (FL) faces persistent robustness challenges due to non-IID data distributions and adversarial client behavior. A promising mitigation strategy is contribution ev…
Federated Diabetes Prediction in Canadian Adults Using Real-world Cross-Province Primary Care Data
Guojun Tang, Jason E. Black, Tyler S. Williamson +1
Integrating Electronic Health Records (EHR) and the application of machine learning present opportunities for enhancing the accuracy and accessibility of data-driven diabetes predi…