معرفی
Zhengxin Yu is a Lecturer at Lancaster University, affiliated with the School of Computing and Communications. She obtained her Ph.D. in Computer Science from the University of Exeter (UK) in 2021.
- Current Position: Lecturer in Security and Protection Science
- Department: Computing and Communications
- Research Groups: Security Lancaster (Distributed Systems, Secure Machine Learning and Intelligence, Systems Security)
Her research focuses on Distributed Machine Learning, Cyber Security, and Edge Computing. Key contributions include advancing federated learning frameworks, robust caching mechanisms in multi-edge systems, and privacy-preserving decentralized learning architectures.
Recent publications (2022–2025) highlight her work in federated learning, edge computing, reinforcement learning, and adversarial defense. Trends include optimizing resource allocation in blockchain-enabled systems, modeling mobile edge computing performance, and enhancing resilience in distributed environments.
- PhD Students: Marta Adamska, Daria Smirnova, Yushi Wang
- Labs/Teams: Security Lancaster, with subgroups in Distributed Systems and Systems Security
