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Modern systems rely heavily on Internet of Things (IoT) architecture. Today's smart cameras stream high-definition video directly to cloud servers, allowing users to access live feeds from mobile applications anywhere in the world. Many of these devices now integrate artificial intelligence (AI), featuring capabilities such as facial recognition, package detection, and automated behavioral analysis. This shift from localized recording to cloud-based processing fundamentally alters how data is stored, shared, and protected. Core Privacy Vulnerabilities in Smart Camera Systems

Home security cameras rarely operate in isolation. They frequently link to broader smart home ecosystems, connecting with smart displays, voice assistants, and automated lighting. Each integration creates a new endpoint for potential data leakage. The metadata generated by these interactions—such as the exact times a camera detects motion or when a user checks a live feed—can be aggregated by tech companies to build detailed profiles of a household's daily habits. Modern systems rely heavily on Internet of Things