Toward robust malware detection, we explore the attack surface of existing malware
detection systems. We conduct root-cause analyses of the practical binary-level black-box …

The development of metaverses and virtual worlds on various platforms, including mobile
devices, has led to the growth of applications in virtual reality (VR) and augmented reality …

Abstract Internet of Things (IoT) devices are much closer to users than personal computers
used in traditional computing environments. Due to prevalence of IoT devices, even if they …

This paper explores the vulnerability of machine learning models, specifically Random
Forest, Decision Tree, and K-Nearest Neighbors, to very simple single-feature adversarial …

We explore how a hacker confuse malware detection engines with minimal effort. As our
overarching contribution, we show that such engines can be easily manipulated to …

Cryptocurrencies are experiencing a significant surge, with the total valuation surpassing
two trillion US dollars at specific points. This remarkable growth is underscored by the …