As ransomware continues to evolve, evading conventional defenses by mimicking benign behavior, a detection approach that spots subtle, repeatable I/O signatures offers a more resilient line of defense. This matters for security teams and organizations seeking practical, low‑overhead solutions that can be deployed in real‑time environments, making the research timely amid rising ransomware threats.
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