Malware Detection

Malware detection is a critical issue in modern cy-bersecurity due to the rapid increase in sophisti-cated cyberattacks. Traditional detection tech-niques, such as signature-based methods, are often ineffective against new and evolving malware threats. Artificial Intelligence (AI), particularly Machine Learning (ML) and Deep Learning (DL), offers advanced solutions for detecting both known and unknown malware. AI-based systems analyze large datasets, recognize hidden patterns, and iden-tify suspicious behaviors in real time. This paper presents a brief overview of how AI improves malware detection accuracy, reduces re-sponse time, and enhances overall cybersecurity protection.