JANNATUL FERDOUS

Reinforcement learning enhanced machine unlearning for ransomware detection

Hybrid framework of transfer and reinforcement learning based ransomware detection

reinforcement learning based sample reweighting mechanisms

Robustness evaluation against adversarial and zero day attacks

developed windows-11 behavioural ransomware dataset using real-time interactive Any.Run Sandbox

ML Techniques for Multi-Platform Malware Detection

Malware in PC

Mobile Devices

IoT

and Cloud Environments

Transfer learning based ransomware detection

developed ransomware behavioural datasets using Cuckoo Sandbox

AI- based ransomware detection

Modern malware attack strategies

defense mechanism