The Aware Home: Data Analytics for Smart Homes

A System for maintaining security & preserving privacy for analysis of sensor data from smart homes, without compromising on data utility is presented. However the very nature of smart home data analytics is establishing preventive care. Data processing results should be identifiable to certain users responsible for direct care. Storing the personally identifiable data as hashed values withholds identifiable information from any computing nodes .Through a separate encrypted identifier dictionary with hashed and actual values of all unique sets of identifiers. However the level of re-identification needs to be controlled, depending on the type of user accessing the results. Generalization and suppression on identifiers from the identifier dictionary before re-introduction could achieve different levels of privacy preservation. In this paper we propose an approach to achieve data security & privacy throughout the complete data lifecycle: data generation/collection, transfer, storage, processing and sharing.