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 …

Collection of dynamic information requires that malware be executed in a controlled
environment; the malware unpacks itself as a preliminary to the execution process. On the …

In this paper, we propose a deep learning framework for malware classification. There has
been a huge increase in the volume of malware in recent years which poses a serious …

Although the concept of ransomware is not new (ie, such attacks date back at least as far as
the 1980s), this type of malware has recently experienced a resurgence in popularity. In fact …

In today's cyber warfare realm, every stakeholder in cyberspace is becoming more potent by
develo** advanced cyber weapons. They have equipped with the most advanced …

Modern malware is designed with mutation characteristics, namely polymorphism and
metamorphism, which causes an enormous growth in the number of variants of malware …

In the Internet-age, malware poses a serious and evolving threat to security, making the
detection of malware of utmost concern. Many research efforts have been conducted on …

Malware can be defined as any type of malicious code that has the potential to harm a
computer or network. The volume of malware is growing faster every year and poses a …

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 …

Malware is a worldwide epidemic. Studies suggest that the impact of malware is getting
worse. Malware detectors are the primary tools in defense against malware. The quality of …