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In the constantly evolving landscape of cybersecurity, traditional defense strategies have focused heavily on preventing malicious payloads from entering systems. This approach emphasizes the first four stages of the Cyber Kill Chain: Reconnaissance, Weaponization, Delivery, and Exploitation. While essential, this method often falls short because attackers continually find new ways to

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Cybersecurity has come a long way since the early days of computing, yet the foundational philosophy behind many contemporary solutions has remained surprisingly static. This philosophy, rooted in a detection-based reactive approach, originated in the nascent era of computer viruses and has led to a significant paradox in modern cybersecurity strategies. The