Abstract: With the rapid evolution of software ecosystems, malware has become increasingly sophisticated, posing severe threats to cybersecurity. Modern malware often exhibits complex hierarchical ...

Abstract: We propose SAM-Road, an adaptation of the Segment Anything Model (SAM) [27] for extracting large-scale, vectorized road network graphs from satellite imagery. To predict graph geometry, we ...

STM-Graph is a Python framework for analyzing spatial-temporal urban data and doing predictions using Graph Neural Networks. It provides a complete end-to-end pipeline from raw event data to trained ...