Malware detection is the process of identifying malicious software on a computer system. This involves using tools and techniques to scan for and recognize malware, helping to prevent damage or unauthorized access by removing or neutralizing the threat before it can cause harm.
The main challenges and limitations of machine learning for malware detection include issues with class imbalance, adversarial attacks, explainability, and…