Enhancing Malware Detection with AI-Assisted Reverse Engineering

The cybersecurity industry faces a critical challenge due to the rapid evolution of malware, necessitating the development of sophisticated detection methods that can generalize across a broad range of threats. This paper investigates the utilization of the bias–variance tradeoff in AI-assisted reverse engineering (AIARE) to enhance the functionality of malware and threat…

AI-assisted reverse engineering (AIARE) is a field of computer science that utilizes artificial intelligence (AI), specifically machine learning (ML) strategies, to automate and enhance the reverse engineering process. Reverse engineering involves dissecting a…