Data Science for Malware Analysis

4

Artificial Intelligence for Malware Data Analysis and Detection

The increasing sophistication and frequency of malware attacks pose significant challenges to cybersecurity professionals. Traditional methods of detecting and analyzing malware are often unable to keep up with the evolving threat landscape. Artificial intelligence (AI) has emerged as a powerful tool for malware data analysis and detection, providing more accurate and efficient solutions to combat this growing problem.

This chapter provides an in-depth exploration of AI techniques that are used in malware data analysis, including machine learning and deep learning approaches. This chapter explores the role of AI in malware analysis, its benefits, challenges, and future prospects. ...