معرفی
Professor Dinh Phung is the Head of the Department of Data Science & AI at Monash University. His research focuses on machine learning, deep learning, generative AI, and robust AI systems. He has authored over 250 publications, with applications in NLP, computer vision, digital health, and cybersecurity. Phung holds a PhD and BSc(Hons) in Computer Science from Curtin University. He leads major projects like 'Can Machines Unlearn?' and 'Trustworthy Generative AI', funded by the Australian Research Council and the Department of Defence.
Education:
- Doctor of Philosophy, Computer Science, Curtin University (2005)
- Bachelor of Science (Honours), Computer Science, Curtin University (2001)
Research Interests:
- Machine learning, deep learning, and generative models
- Optimal transport and Bayesian methods
- Robust and trustworthy AI
- Applications in digital health, cybersecurity, and autism research
Key Projects (2023–2029):
- Can Machines Unlearn? (2025–2029): Safety in AI
- Trustworthy Generative AI (2024–2026): Foundation models
- Robust Machine Learning via Optimal Transport (2023–2025)
Awards and Grants:
- Australian Research Council grants for AI safety and robustness
- Department of Defence funding for robust learning systems
Collaborations: Global partnerships in AI ethics, cybersecurity, and healthcare. Active advisory roles, including with the Victorian Parliamentary Library.
