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 …

One of the major and serious threats on the Internet today is malicious software, often
referred to as a malware. The malwares being designed by attackers are polymorphic and …

Pervasive growth and usage of the Internet and mobile applications have expanded
cyberspace. The cyberspace has become more vulnerable to automated and prolonged …

Abstract Machine learning has been used to detect new malware in recent years, while
malware authors have strong motivation to attack such algorithms. Malware authors usually …

We describe the use of machine learning and data mining to detect and classify malicious
executables as they appear in the wild. We gathered 1,971 benign and 1,651 malicious …

Malware is a rapidly increasing menace to modern computing. Malware authors continually
incorporate various sophisticated features like code obfuscations to create malware variants …