Malware has been one of the most damaging threats to computers that span across multiple
operating systems and various file formats. To defend against ever-increasing and ever …

Abstract Application Program Interface (API) calls are widely used in dynamic Windows
malware analysis to characterize the run-time behavior of malware. Researchers have …

Provenance graphs are structured audit logs that describe the history of a system's
execution. Recent studies have explored a variety of techniques to analyze provenance …

Dynamic malware detection executes the software in a secured virtual environment and
monitors its run-time behavior. This technique widely uses API sequence analysis to identify …

Malware reverse engineering, the process of dissecting malicious software to understand its
functionality and behavior, faces significant challenges due to the complexity and …

The continuous increase and spread of malware have caused immeasurable losses to
social enterprises and even the country, especially unknown malware. Most existing …

Abstract Application Programming Interfaces (APIs) are widely considered a useful data
source for dynamic malware analysis to understand the behavioral characteristics of …

The popularity and flexibility of the Android platform makes it the primary target of malicious
attackers. The behaviors of malware, such as malicious charges and privacy theft, pose …

The number of malware infected machines from all over the world has been growing day by
day. New malware variants appear in the wild to evade the malware detection and …

The continuous proliferation of malware poses a formidable threat to the cyberspace
landscape. Researchers have proffered a multitude of sophisticated defense mechanisms …