While deep learning techniques have been extensively employed in malware detection, there is a notable challenge in effectively embedding malware features.Current neural network methods primarily capture superficial characteristics, lacking in-depth semantic exploration of functions and failing to preserve structural information at the file level.M

Assistive robotic platforms have recently gained popularity in various healthcare applications, and their use has expanded to social settings such as education, tourism, and manufacturing.These social robots, often in the form of bio-inspired humanoid systems, provide significant psychological and physiological benefits through one-on-one interacti