Malware has become a major threat to cyberspace security, not only because of the
increasing complexity of malware itself, but also because of the continuously created and …

The explosive growth of malware variants poses a major threat to information security.
Traditional anti-virus systems based on signatures fail to classify unknown malware into their …

With the development of malicious code engineering, new malware samples carry variability
and polymorphism, which makes the malware variants show an increasingly growing trend …

With explosive growth of malware and due to its damage to computer security, malware
detection is one of the cyber security topics that are of great interests. Many research efforts …

Malware family classification is an age old problem that many Anti-Virus (AV) companies
have tackled. There are two common techniques used for classification, signature based …

Malware and its variants continue to pose a threat to network security. Machine learning has
been widely used in the field of malware classification, but some emerging studies, such as …

Nowadays, security of the computer systems has become a major concern of security
experts. In spite of many antivirus and malware detection systems, the number of malware …

In last decade, a proliferation growth in the development of computer malware has been
done. Nowadays, cybercriminals (attacker) use malware as a weapon to carry out the …

The number of new malware and new malware variants have been increasing continuously.
Security experts analyze malware to capture the malicious properties of malware and to …

Current commercial antivirus detection engines still rely on signature-based methods.
However, with the huge increase in the number of new malware, current detection methods …