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Privacy in Big Data refers to the protection of information pertaining to individuals within large and diverse datasets generated from sources such as social media posts, location data, sensor outputs, and health and financial records against risks of unauthorized access, re-identification, and misuse. In big data environments, the processing of personal and sensitive characteristics within high-volume, high-velocity, and highly varied data streams brings with it dangers such as the exposure of