In the Internet age, malware (such as viruses, trojans, ransomware, and bots) has posed
serious and evolving security threats to Internet users. To protect legitimate users from these …

Malware detection and classification are becoming more and more challenging, given the
complexity of malware design and the recent advancement of communication and …

Malware is a malicious code which is developed to harm a computer or network. The
number of malwares is growing so fast and this amount of growth makes the computer …

Recent years have led the path to the evolution of automotive technology and with these
new developments, modern vehicles are getting increasingly astute and offering growing …

To handle the security threat faced by the widespread use of Internet of Things (IoT) devices
due to the ever-lasting increase of malware, the security researchers increasingly rely on …

Malware is any type of computer program which is developed to harm computers, networks,
and information. Noticeable growth of malware development has made computer and …

This paper proposes several novel methods, based on machine learning, to detect malware
in executable files without any need for preprocessing, such as unpacking or disassembling …

There are currently few methods that can be applied to malware classification problems
which don't require domain knowledge to apply. In this work, we develop our new SHWeL …

Malware detection is one of the most challenging problems in computer security. Recently,
methods based on machine learning are very popular in unknown and variant malware …

One of the main challenges in security today is defending against unknown malware attacks
which have the potential to harm a computer or network. Hence, detecting malware has …