The paper introduces WannaLaugh, a configurable ransomware emulator designed to mimic ransomware behavior safely for cybersecurity research. It demonstrates the use of this emulator to create storage I/O traces for training machine-learning models effectively detecting ransomware. The study showcases the effectiveness of multi-threaded encryption in accelerating file encryption processes and evaluates the convergence performance of optimization algorithms in mimicking real ransomware traces.
To Another Language
from source content
arxiv.org
ข้อมูลเชิงลึกที่สำคัญจาก
by Dionysios Di... ที่ arxiv.org 03-13-2024
https://arxiv.org/pdf/2403.07540.pdfสอบถามเพิ่มเติม