Federated Learning-Based Ransomware Detection via Indicators of Compromise

S Koike, H Tanaka, M Maeda - 2024 - researchsquare.com
Ransomware attacks have become increasingly prevalent and sophisticated, posing
significant threats to data security and organizational operations worldwide. Leveraging a …

Ransomware Detection with a 2-Tier Machine Learning Approach Using a Novel Clustering Algorithm

R Zhang, Y Liu - 2024 - researchsquare.com
Ransomware poses a significant threat to cybersecurity, causing extensive financial and
operational damage by encrypting critical data and demanding ransom for its release. The …