2 papers
cs.CR2024
On the Generalizability of Machine Learning-based Ransomware Detection in Block Storage
Nicolas Reategui, Roman Pletka, Dionysios Diamantopoulos
Ransomware represents a pervasive threat, traditionally countered at the operating system, file-system, or network levels. However, these approaches often introduce significant ove…
cs.CR2024
WannaLaugh: A Configurable Ransomware Emulator -- Learning to Mimic Malicious Storage Traces
Dionysios Diamantopoulos, Roman Pletka, Slavisa Sarafijanovic +2
Ransomware, a fearsome and rapidly evolving cybersecurity threat, continues to inflict severe consequences on individuals and organizations worldwide. Traditional detection methods…