221 citations · 343 across the 12 of their papers we have counts for
6 papers · 1 filter
Privacy-preserving Deep Learning based Record Linkage
Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding
Deep learning-based linkage of records across different databases is becoming increasingly useful in data integration and mining applications to discover new insights from multiple…
Universal Optimality and Robust Utility Bounds for Metric Differential Privacy
Natasha Fernandes, Annabelle McIver, Catuscia Palamidessi +1
We study the privacy-utility trade-off in the context of metric differential privacy. Ghosh et al. introduced the idea of universal optimality to characterise the best mechanism fo…
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +1
The beginning of 2020 has seen the emergence of coronavirus outbreak caused by a novel virus called SARS-CoV-2. The sudden explosion and uncontrolled worldwide spread of COVID-19 s…
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges
Dinh C. Nguyen, Ming Ding, Quoc-Viet Pham +6
Mobile edge computing (MEC) has been envisioned as a promising paradigm to handle the massive volume of data generated from ubiquitous mobile devices for enabling intelligent servi…
A Cooperative Architecture of Data Offloading and Sharing for Smart Healthcare with Blockchain
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding +1
The healthcare industry has witnessed significant transformations in e-health services where Electronic Health Records (EHRs) are transferred to mobile edge clouds to facilitate he…
Integration of Blockchain and Cloud of Things: Architecture, Applications and Challenges
Dinh C Nguyen, Pubudu N Pathirana, Ming Ding +1
The blockchain technology is taking the world by storm. Blockchain with its decentralized, transparent and secure nature has emerged as a disruptive technology for the next generat…