Muhammad Irfan Akram*, Shazia Yousaf, Muhammad Zubair, Malaika Riaz, Muhammad Sarmad shakil and Muhammad Yousif 2025. CYBERSECURITY CHALLENGES AND THE ROLE OF MACHINE LEARNING IN MODERN MALWARE DETECTION. Spectrum of Engineering Sciences. 3, 11 (Dec. 2025), 653–668.