Welcome to
SPINE Research Group at RMIT
SPINE (Security, Privacy, Intelligence, and Edge Research Group) at RMIT is a dynamic research lab dedicated to advancing the frontiers of digital exploration. Specializing in security, privacy, and intelligence, the group pioneers cutting-edge research at the intersection of technology and innovation.
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Latest Publications
Mind the Gap: Evaluating LLMs for High-Level Malicious Package Detection vs. Fine-Grained Indicator Identification.
By Ahmed Ryan, Ibrahim Khalil, Abdullah Al Jahid, Md Erfan, Sungbin Park, Akond Ashfaque Ur Rahman, Md. Rayhanur Rahman
CoRR abs/2602.16304 (2026)
WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy Heterogeneity.
By Mengsha Kou, Xiaoyu Xia, Ziqi Wang, Ibrahim Khalil, Runkun Luo, Jingwen Zhou, Minhui Xue
CoRR abs/2602.01126 (2026)
Federated Unlearning in Edge Networks: A Survey of Fundamentals, Challenges, Practical Applications and Future Directions.
By Jer Shyuan Ng, Wathsara Daluwatta, Shehan Edirimannage, Charitha Elvitigala, Asitha Kottahachchi Kankanamge Don, Ibrahim Khalil, Heng Zhang, Dusit Niyato
CoRR abs/2601.09978 (2026)