Data publishing or data sharing is an important part of analyzing network environments and improving the Quality Service (QoS) in Internet Things (IoT). In order to stimulate providers (i.e., IoT end-users) contribute their data, privacy requirement necessary when collected published. traditional preservation techniques, such as k-anonymity, aggregation differential privacy, modified, aggregate...