Malware complexity is rapidly increasing, causing catastrophic impacts on computer
systems. Memory dump malware is gaining increased attention due to its ability to expose …

The study of malware behaviors, over the last years, has received tremendous attention from
researchers for the purpose of reducing malware risks. Most of the investigating experiments …

The exponential proliferation and speedy propa-gation of malware have been a major
concern for computer users. Recently, Machine Learning (ML) is exploited as a sus-tainable …

New types of malware have emerged due to the increased use of computer systems and
web services, which are unsafe and harder to identify. The latest reports show that a new …

To deal with the huge amount of data, minimizing the overhead will play a key role in speedy
and efficient malware detection. We propose a machine learning (ML) malware detection …

Malware, short for malicious software, is any software program designed to cause harm to a
computer or computer network. Malware can take many forms, such as viruses, worms …

The everlasting increase in usage of information systems and online services have triggered
the birth of the new type of malware which are more dangerous and hard to detect. In …

In recent years, malware attacks have become serious security threats and have caused
huge losses. Due to the rapid growth of malware variants, how to quickly and accurately …

Detection of malware using traditional malware detection techniques is very hard. Machine
Learning (ML) algorithms provide a solution to detect the malware which is being developed …

Software products from all vendors have vulnerabilities that can cause a security concern.
Malware is used as a prime exploitation tool to exploit these vulnerabilities. Machine …