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Context-aware security frameworks to detect malicious behavior in a smart environment (eg, a home, office, or other building) are provided. The framework can address the emerging threats to smart environments by observing the changing patterns of the conditions (eg, active/inactive) of smart entities (eg, sensors and other devices) of the smart environment for different user activities, and building a contextual model to detect malicious activities in the smart environment.