Body Area Networks (BANs), collects enormous data by wearable sensors which contain sensitive information such as
physical condition, location information, and so on, which needs protection. Preservation of privacy in big data has emerged as
an absolute prerequisite for exchanging private data in terms of data analysis, validation, and publishing. Previous methods and
traditional methods like k-anonymity and other anonymization techniques have overlooked privacy protection issues resulting to
privacy infringement.