Shuyan Zou
PhD started from Jan 2025
Privacy-preserving machine learning, differential privacy, and adaptive optimisation.
We work across cybersecurity, privacy engineering, dependable machine learning, and emerging risks in AI.
Lab Lead / PI
Dr Han Wu
Lab Director
Han is an Assistant Professor in Cyber Security at the University of Southampton. His research focuses on AI security and privacy.
PhD Students
Jiawei Wang
PhD Started from Sep 2025
Privacy Auditing, Membership Inference Attacks, Machine unlearning.
Hengyang Yao
PhD Started from Jan 2026
Causal Inference, Privacy, Federated Learning.
Research Assistants
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Collaborators
Collaborator profiles will be added here.