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.
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arxiv.org
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