معرفی
Dr. Yanjun Zhang is an Honorary Research Fellow at the School of Electrical Engineering and Computer Science, The University of Queensland. His research focuses on privacy-preserving technologies, federated learning, cybersecurity in IoT systems, and machine learning security. He holds a PhD in Privacy-Preserving Sharing for Genome-Wide Analysis from The University of Queensland (2021).
Education:
- PhD in Information Technology, School of Information Technology and Electrical Engineering, The University of Queensland (2021)
Research Interests:
- Designing secure collaborative machine learning frameworks
- Defending against adversarial attacks in cyber-physical systems
- Privacy preservation in distributed genomic and medical data analysis
- Compliance and ethics in virtual personal assistant applications
Key Contributions:
- Developed privacy-preserving federated learning frameworks (AgrAmplifier, PrivColl)
- Conducted foundational studies on evasion attacks in IoT systems
- Created datasets for analyzing malicious browser extensions and Alexa skills
Labs/Teams: Active contributor to UQ Cyber initiatives, including the 2021-2022 Seed Funding project on federated deep learning for medical imaging.
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