A. Mohammed

A Hybrid Feature-based Approach for Early Ransomware Detection: Leveraging Behavioral, Network, and Static Characteristics

—The growing difficulty of ransomware attacks highlights the urgent need for intelligent, real-time detection strategies that can mitigate threats before data encryption occurs. Traditional single-source detection methods often fail to identify rapidly evolving ransomware variants during their early encryption stages....