Dayong Ye

An Agent-Based Decentralised Service Monitoring Approach in Multi-Tenant Service-Based Systems

2017

Service monitoring is an important research problem in service-based systems (SBSs), which aims to monitor the failure of services in a timely manner while using resources as few as possible. Most of the existing service …

Model-Based Self-Advising for Multi-Agent Learning

2022 · IEEE Transactions on Neural Networks and Learning Systems

In multiagent learning, one of the main ways to improve learning performance is to ask for advice from another agent. Contemporary advising methods share a common limitation that a teacher agent can only advise a …

Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning

2025 · arXiv (Cornell University)

Duplication is a prevalent issue within datasets. Existing research has demonstrated that the presence of duplicated data in training datasets can significantly influence both model performance and data privacy. However, the impact of data duplication …