معرفی
Fahmida Islam is a part-time Academic Casual at Macquarie University's School of Computing within the Faculty of Science and Engineering. She holds a Doctor of Philosophy degree and specializes in computer science research with a focus on decentralized learning systems.
Her primary research investigates:
- Federated Machine Learning: Developing privacy-preserving frameworks for distributed training processes
- Internet of Vehicles (IoV): Implementing machine learning solutions for heterogeneous vehicular networks
- Algorithmic Fairness: Designing equitable client selection mechanisms in collaborative learning environments
Her 2025 publication demonstrates expertise in optimizing federated learning systems for IoV applications, emphasizing fairness in participant selection and privacy preservation across decentralized networks.
No awards, student advisements, grants, or lab affiliations are documented in available records.
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