Research Fellow in AI for Autonomous Systems - Interview

Senior Research Assistant in AI/ML

Han Wu, University of Southampton

Research Skills: Autonomous Vehicle

Ph.D. Research: Deep Learning Security

Object Detection

Vehicle Detection

Hardware Attack

Research Skills: AI for Healthcare

Postdoc Research: Cilia Detection

Electron Microscope

Cilia Detection

Black-Box Interpretation (LIME / SHAP)

[1] H. Wu, W. Ruan, J. Wang, D. Zheng, B. Liu, Y. Geng, X. Chai, J. Chen, K. Li, S. Li, S. Helal, "Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task", in IEEE Transactions on Artificial Intelligence, vol. 4, no. 4, pp. 764-777. 2021.

[2] H. Liu, J. Wang, Y. Geng, K. Li, H. Wu, J. Chen, X. Chai, S. Li, D. Zheng, "Fine-Grained Assessment of COVID-19 Severity Based on Clinico-Radiological Data Using Machine Learning", in International Journal of Environmental Research and Public Health, vol. 19, no. 17, pp. 10665. 2022.

[3] H. Wu, S. Yunas, S. Rowlands, W. Ruan and J. Wahlström, "Adversarial Driving: Attacking End-to-End Autonomous Driving", in IEEE Intelligent Vehicles Symposium (IV), Anchorage, USA. 2023.

[4] H. Wu, S. Yunas, S. Rowlands, W. Ruan and J. Wahlström, "Adversarial Detection: Attacking Object Detection in Real Time", in IEEE Intelligent Vehicles Symposium (IV), Anchorage, USA. 2023.

[5] H. Wu, S. Rowlands, and J. Wahlström. "A Man-in-the-Middle Attack against Object Detection Systems", vol. 5, no. 10, pp. 4884-4892, Oct. 2024

[6] H. Wu, S. Rowlands, and J. Wahlström. "Distributed Black-box Attack against Image Classification Cloud Services". ICLR Workshop, 2025

Thanks

  Source Code