According to the premise that the first step to try to solve a problem is to deepen our
knowledge of it as much as possible, this work is mainly aimed at diving into and …

Malware is a significant threat that has grown with the spread of technology. This makes
detecting malware a critical issue. Static and dynamic methods are widely used in the …

Malware has become more complicated in its purpose and abilities over time, demanding
continuous progress in detection and defense technologies. Malware designers use anti …

The collection and analysis of volatile memory is a vibrant area of research in the
cybersecurity community. The ever-evolving and growing threat landscape is trending …

Malware analysis includes a crucial step after malware detection called malware
categorization, which classifies dangerous files. There have been many reported static and …

Malware attacks continue to evolve, making detection challenging for traditional static and
dynamic analysis techniques. On the other hand, memory analysis provides valuable …

In the face of the harm that ransomware can inflict upon users' computers, the imperative to
efficiently and accurately triage its processes within memory forensics becomes increasingly …

Forensic science is the backbone of the criminal justice system globally. The essence of the
scientific methodologies used in it aims to help the investigators in comprehensively and …

This study investigated the utilization of memory forensics and the Large Language Model
LLaMA-7B for the purpose of detecting and analyzing contemporary ransomware. It …

Abstract Recently, acquiring the Random Access Memory (RAM) full memory and access
data is gaining significant interest in digital forensics. However, a security feature on the …