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Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry
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.
Cyber Risk Assessment for Capital Management
This framework is demonstrated by a case study based on a historical cyber incident dataset, which shows that a comprehensive cost-benefit analysis is necessary for a budget-constrained company with competing objectives for cyber risk management.
Sample Recycling Method -- A New Approach to Efficient Nested Monte Carlo Simulations
The nesting of such stochastic modeling can be computationally challenging.
Geometric Brownian motion with affine drift and its time-integral
Furthermore, the joint Laplace transform of the process and its time-integral is derived from the asymptotics of the solutions.
Pandemic risk management: resources contingency planning and allocation
Repeated history of pandemics, such as SARS, H1N1, Ebola, Zika, and COVID-19, has shown that pandemic risk is inevitable.
