Behavioral malware analysis is a powerful technique used against zero-day and obfuscated malware. Additionally referred to as dynamic analysis, this approach employs various methods achieve enhanced detection. One such method involves using machine learning deep algorithms learn from the behavior of However, task weight initialization in neural networks remains an active area research. In paper...