Ransomware has grown to be a dominant cybersecurity threat by exfiltrating, encrypting, or
destroying valuable user data and causing numerous disruptions to victims. The severity of …

Ransomware attacks pose significant cybersecurity threats, compromising computer
systems, data centers and various applications across sectors. Their sophistication …

Ransomware attacks are on the rise in terms of both frequency and impact. The shift to
remote work due to the COVID-19 pandemic has led more people to work online, prompting …

Ransomware stands out as a particularly malicious type of cyberattack, wielding the
potential to inflict severe financial, operational, and reputational harm. The insidious nature …

In the face of increasing cyber threats, particularly ransomware attacks, there is a pressing
need for advanced detection and analysis systems that adapt to evolving malware …

In recent years, ransomware attacks have grown dramatically. New variants continually
emerging make tracking and mitigating these threats increasingly difficult using traditional …

In response to the increasing ransomware threat, this study presents a novel detection
system that integrates Convolutional Neural Networks (CNNs) and Long Short-Term …

In this research, we introduce a context-aware anomaly detection-based method for
ransomware detection. We extracted the ransomware installation and communication stage …

Recent years have witnessed a dramatic growth in ransomware attacks. Even though many
tools have been developed to help combat against these attacks, new varieties of …

Ransomware attacks, employing advanced encryption to hold data hostage, pose a critical
threat to targets ranging from individuals to critical infrastructure. Our study, analyzing over …