The exponential growth of IoT devices exposes critical vulnerabilities in traditional cloud-dependent security models. Edge computing addresses these weaknesses by decentralizing data processing—reducing attack surfaces and minimizing latency in threat detection. Key implementations include localized encryption protocols and real-time anomaly detection at device clusters.

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