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Cybersecurity challenges continue to escalate as ransomware attacks become more frequent and sophisticated, posing significant risks to both individual and organizational data integrity. The development of an integrated detection and mitigation system presents a novel approach, enhancing the responsiveness and effectiveness of cyber defenses through real-time analysis and automated response mechanisms. This article details the design, implementation, and evaluation of such a system, demonstrating its superiority in detection accuracy and mitigation speed compared to existing solutions. Through rigorous testing under simulated conditions, the system not only meets but often exceeds current industry standards for ransomware threat management. Future enhancements are discussed, emphasizing the potential for further advancements in adaptive cybersecurity measures.
Geresav et al. (Tue,) studied this question.