With the fast growth of malware's volume circulating in the wild, to obtain a timely and correct
classification is increasingly difficult. Traditional approaches to automatic classification suffer …

There are many navigation systems for visually impaired people but few can provide
dynamic interactions and adaptability to changes. None of these systems work seamlessly …

Classification of malware samples plays a crucial role in building and maintaining security.
Design of a malware classification system capable of supporting a large set of samples and …

This study presents the runtime behaviour‐based classification procedure for Windows
malware. Runtime behaviours are extracted with a particular focus on the determination of a …

While the rapid adaptation of mobile devices changes our daily life more conveniently, the
threat derived from malware is also increased. There are lots of research to detect malware …

With thousands of malware samples pouring out every day, how can we reduce malware
analysis time and detect them effectively? Malware family classification provides one of …

Malware proliferation has become a serious threat to the Internet in recent years. Most of the
current malware are subspecies of existing malware that have been automatically generated …

Malware authors are increasingly using specialized toolkits and obfuscation techniques to
modify existing malware and avoid detection by traditional antivirus software. The resulting …

This study presents a malware classification system designed to classify malicious
processes at run-time on production hosts. The system monitors process-level system call …

Existing antivirus programs detect malicious code based on fixed signatures; therefore, they
have limitations in detecting metamorphic malicious code that lacks signature information or …