Modern surveillance systems must balance security needs with strict privacy regulations governing the collection and use of personal data. This white paper explores technologies designed to safeguard privacy, including dynamic masking that anonymizes people or vehicles in real time, and static masking that permanently blocks sensitive areas in a scene. It also highlights video redaction tools for post-processing and non-visual surveillance methods such as thermal cameras and radar, which detect activity without capturing identifiable details. By combining these approaches with analytics and responsible data handling, organizations can meet regulatory requirements while maintaining effective monitoring.

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