Search Results for author: Zhiyu Quan

Found 3 papers, 0 papers with code

Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry

no code implementations22 Feb 2024 Panyi Dong, Zhiyu Quan, Brandon Edwards, Shih-han Wang, Runhuan Feng, Tianyang Wang, Patrick Foley, Prashant Shah

In such a way, FL is implemented as a privacy-enhancing collaborative learning technique that addresses the challenges posed by the sensitivity and privacy of data in traditional machine learning solutions.

Federated Learning Fraud Detection

Improving Business Insurance Loss Models by Leveraging InsurTech Innovation

no code implementations30 Jan 2024 Zhiyu Quan, Changyue Hu, Panyi Dong, Emiliano A. Valdez

Recent transformative and disruptive advancements in the insurance industry have embraced various InsurTech innovations.

Management

Incident-Specific Cyber Insurance

no code implementations2 Aug 2023 Wing Fung Chong, Daniel Linders, Zhiyu Quan, Linfeng Zhang

In the current market practice, many cyber insurance products offer a coverage bundle for losses arising from various types of incidents, such as data breaches and ransomware attacks, and the coverage for each incident type comes with a separate limit and deductible.

Decision Making

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