The Hybrid Defense: Why AI Scanners Fail at the Cisco Layer 3 Boundary
By David Ndolo Cisco CCST | IBM AI Fundamentals
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Written by
Cisco Certified Support Technician (CCST) and IBM AI Fundamentals professional dedicated to engineering network resilience. I specialize in bridging the gap between high-speed AI automation and foundational network architecture. Through my publication, 'The Architect’s Shield,' I provide actionable insights on vulnerability discovery, port hardening, and the implementation of AI in defensive security. My goal is to move beyond automated scans to deliver human-verified, enterprise-grade security logic.
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