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 …

Unlabelled data appear in many domains and are particularly relevant to streaming
applications, where even though data is abundant, labelled data is rare. To address the …

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

As the malware research field became more established over the last two decades, new
research questions arose, such as how to make malware research reproducible, how to …

Ransomware poses a significant threat to cybersecurity, causing extensive financial and
operational damage by encrypting critical data and demanding ransom for its release. The …

Malware, short for malicious software, is any software program designed to cause harm to a
computer or computer network. Malware can take many forms, such as viruses, worms …

Android malware detection serves as the front line against malicious apps. With the rapid
advancement of machine learning (ML), ML-based Android malware detection has attracted …

Over the last few years, a plethora of papers presenting machine-learning-based
approaches for intrusion detection have been published. However, the majority of those …

Given the remarkable achievements of existing learning-based malware detection in both
academia and industry, this paper presents MalGuise, a practical black-box adversarial …

The security of Web Services for users and developers is essential; since WebAssembly is a
new format that has gained attention in this type of environment over the years, new …