Zero-day attacks exploit unknown vulnerabilities so as to avoid being detected by
cybersecurity detection tools. The studies (Bilge and Dumitraş, 2012, Google, 0000 …

Android ransomware is one of the most threatening attacks that is increasing at an alarming
rate. Ransomware attacks usually target Android users by either locking their devices or …

Standardized file types play a key role in the development and use of computer software.
However, it is possible to confound standardized file type processing by creating a file that is …

Miner malware has been steadily increasing in recent years as the value of cryptocurrency
rises, which poses a considerable threat to users' device security. Miner malware has …

A polyglot is a file that is valid in two or more formats. Polyglot files pose a problem for
malware detection systems that route files to format-specific detectors/signatures, as well as …

The escalating sophistication of cyber threats, particularly zero-day attacks, necessitates
advanced detection methodologies in cybersecurity. This study introduces the GPT-2 …

This work presents an evaluation of six prominent commercial endpoint malware detectors,
a network malware detector, and a file-conviction algorithm from a cyber technology vendor …

Policy-mandated, rigorously administered scientific testing is needed to provide
transparency into the efficacy of artificial intelligence-based (AI-based) cyber defense tools …

The pervasive integration of machine learning in various domains has positioned it at the
forefront of technological advancements, with cybersecurity being a significant beneficiary …

Polyglots, files that are valid as more than one type, are a relatively new threat to
cybersecurity. They pose a threat because they often go undetected by existing file type …