Recent theoretical and practical studies have revealed that malware is one of the most
harmful threats to the digital world. Malware mitigation techniques have evolved over the …

Security breaches due to attacks by malicious software (malware) continue to escalate
posing a major security concern in this digital age. With many computer users, corporations …

Identifying the family of malware can determine their malicious intent and attack patterns,
which helps to efficiently analyze large numbers of malware variants. Methods based on …

Modern malware evolves various detection avoidance techniques to bypass the state‐of‐the‐
art detection methods. An emerging trend to deal with this issue is the combination of image …

The generally increasing volume of malware poses a challenge to the predominantly used
static or dynamic analysis, which requires complex disassembly or time-intensive execution …

Effective analysis of malware is of great significance in guaranteeing the reliability of the
system operation. Malware can easily escape from existing dynamic analysis methods …

Modern malware evolves various detection avoidance techniques to bypass the state-of-the-
art detection methods. An emerging trend to deal with this issue is the combination of image …

The rapid proliferation of Android malware is challenging the classification of the Android
malware family. The traditional static method for classification is easily affected by the …

Existing malware classification methods cannot handle the open-ended growth of new or
unknown malware well because it only focuses on pre-defined malware classes with …

A malicious code classification problem is essential for the network security. Malicious code
is the most common means of network attack, which threatens user information and property …