3 papers
cs.CR2023
Ransomware Detection Using Federated Learning with Imbalanced Datasets
Aldin Vehabovic, Hadi Zanddizari, Nasir Ghani +5
Ransomware is a type of malware which encrypts user data and extorts payments in return for the decryption keys. This cyberthreat is one of the most serious challenges facing organ…
cs.CR2023
Federated Learning Approach for Distributed Ransomware Analysis
Aldin Vehabovic, Hadi Zanddizari, Farook Shaikh +4
Researchers have proposed a wide range of ransomware detection and analysis schemes. However, most of these efforts have focused on older families targeting Windows 7/8 systems. He…
cs.CR2023
Data-Centric Machine Learning Approach for Early Ransomware Detection and Attribution
Aldin Vehabovic, Hadi Zanddizari, Nasir Ghani +4
Researchers have proposed a wide range of ransomware detection and analysis schemes. However, most of these efforts have focused on older families targeting Windows 7/8 systems. He…