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 …

Being able to detect malware variants is a critical problem due to the potential damages and
the fast paces of new malware variations. According to surveys from McAfee and Symantec …

Since malware has caused serious damages and evolving threats to computer and Internet
users, its detection is of great interest to both anti-malware industry and researchers. In …

Due to its severe damages and threats to the security of the Internet and computing devices,
malware detection has caught the attention of both anti-malware industry and researchers …

With smart phones being indispensable in people's everyday life, Android malware has
posed serious threats to their security, making its detection of utmost concern. To protect …

In recent years, the increase in non-Windows malware threats had turned the focus of the
cybersecurity community. Research works on hunting Windows PE-based malwares are …

Since Android has become the dominator of smartphone operating system market with a
share of 86.8%, the number of Android malicious applications are increasing rapidly as well …

Driven by the substantial profits, the evolution of Portable Executable (PE) malware has
posed persistent threats. PE malware classification has been an important research field …

Defending against today's increasingly sophisticated and large-scale cyberattacks demands
accurate, real-time threat intelligence. Traditional approaches struggle to scale, integrate …

Understanding how to group a set of binary files into the piece of software they belong to is
highly desirable for software profiling, malware detection, or enterprise audits, among many …