Detecting ransomware using deep learning and hardware performance counters

• المؤلف الرئيسي: Hashil Jugjivan
• مؤلفون آخرون: Zhang Tianwei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Computer and Information Science; Ransomware; HPC; Deep learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/183928

Ransomware has emerged as a significant cybersecurity threat, inflicting severe consequences including data loss, operational paralysis, reputational damage, and financial devastation. With global ransomware damages projected to reach $265 billion annually by 2031, organisations and individuals a...