5 papers
MFiSP: A Multimodal Fire Spread Prediction Framework
Alec Sathiyamoorthy, Wenhao Zhou, Xiangmin Zhou +2
The 2019-2020 Black Summer bushfires in Australia devastated 19 million hectares, destroyed 3,000 homes, and lasted seven months, demonstrating the escalating scale and urgency of…
VeilAudit: Breaking the Deadlock Between Privacy and Accountability Across Blockchains
Minhao Qiao, Hai Dong, Iqbal Gondal
Cross chain interoperability in blockchain systems exposes a fundamental tension between user privacy and regulatory accountability. Existing solutions enforce an all or nothing ch…
Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning with Non-IID Data
Jer Shyuan Ng, Aditya Pribadi Kalapaaking, Xiaoyu Xia +3
In recent years, Federated Learning (FL) has emerged as a widely adopted privacy-preserving distributed training approach, attracting significant interest from both academia and in…
Accurate and Efficient Urban Street Tree Inventory with Deep Learning on Mobile Phone Imagery
Asim Khan, Umair Nawaz, Anwaar Ulhaq +2
Deforestation, a major contributor to climate change, poses detrimental consequences such as agricultural sector disruption, global warming, flash floods, and landslides. Conventio…
Online Anomaly Detection over Live Social Video Streaming
Chengkun He, Xiangmin Zhou, Chen Wang +3
Social video anomaly is an observation in video streams that does not conform to a common pattern of dataset's behaviour. Social video anomaly detection plays a critical role in ap…