Overview
Background
Dr. Azadeh Ghari-Neiat is a Senior Lecturer in Software Engineering at the University of Queensland. Her research sits at the intersection of the Internet of Things (IoT), mobile computing, crowdsourcing, federated learning, and cybersecurity, with a particular focus on building trustworthy, privacy-preserving intelligent systems deployed at scale. Her current work explores federated fine-tuning of large language models (LLMs), enabling collaborative model adaptation across distributed environments without compromising data privacy, with emerging interests in the security and robustness of autonomous AI agents – bridging her long-standing expertise in distributed computing with the evolving challenges of trustworthy generative AI.
She completed her PhD in Computer Science at RMIT University in 2018. Prior to joining UQ, she was a Senior Lecturer at Deakin University, where she received two teaching awards and an innovation award from the School of IT in 2023 in recognition of her excellence in teaching, student engagement, and innovation, and previously held positions at the University of Sydney as a postdoctoral research fellow and casual lecturer.
At UQ, she coordinates COMP2701 (Generative AI) and lectures in DECO3800/7380 (Design Computing Studio 3), supervises postgraduate research students in areas including trustworthy LLM systems, and serves as program convenor of the Master of Software Engineering programs.
Availability
- Dr Azadeh Ghari-Neiat is:
- Available for supervision
Fields of research
Qualifications
- Doctor of Philosophy of Computer Science, RMIT University
Works
Search Professor Azadeh Ghari-Neiat’s works on UQ eSpace
2009
Conference Publication
A new approach for semantic web service discovery and propagation based on agents
Neiat, Azadeh Ghari, Shavalady, Sajjad Haj, Mohsenzadeh, Mehran and Rahmani, Amir Masoud (2009). A new approach for semantic web service discovery and propagation based on agents. doi: 10.1109/ICNS.2009.87
2009
Conference Publication
An agent- based semantic web service discovery framework
Neiat, Azadeh Ghari, Mohsenzadeh, Mehran, Forsati, Rana and Rahmani, Amir Masoud (2009). An agent- based semantic web service discovery framework. doi: 10.1109/ICCMS.2009.75
2009
Conference Publication
Web page personalization based on weighted association rules
Forsati, R., Meybodi, M. R. and Neiat, A. Ghari (2009). Web page personalization based on weighted association rules. doi: 10.1109/ICECT.2009.104
2008
Conference Publication
Hybridization of K-means and harmony search methods for web page clustering
Forsati, Rana, Meybodi, Mohammad Reza, Mahdavi, Mehrdad and Neiat, Azadeh Ghari (2008). Hybridization of K-means and harmony search methods for web page clustering. IEEE. doi: 10.1109/WIIAT.2008.370
Supervision
Availability
- Dr Azadeh Ghari-Neiat is:
- Available for supervision
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Available projects
-
Fair and Secure Federated Learning for Generative AI
Develop robust defenses for federated fine tuning, ensuring fairness, security, and privacy in real-world Gen AI while enhancing model performance and trust.
Supervision history
Current supervision
-
Doctor Philosophy
Directed Fuzz Testing for Automated Software Bug Detection
Associate Advisor
Other advisors: Dr Guowei Yang
Media
Enquiries
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