Data exchange and data publishing are becoming an important part of business and academic practices. Data owners need to maintain the rights over the datasets they share. A right-protection mechanism can be provided for the ownership of shared data, without revealing its usage under a wide range of machine learning and mining. In the approach provide two algorithms: the Nearest-Neighbors (NN) and determiner preserves the Minimum Spanning Tree (MST). The K-NN protocol guarantees that relations

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... tween object remain unaltered. The algorithms preserve the both right protection and utility preservation. The rightprotection scheme is based on watermarking. Watermarking methodology preserves the distance relationships.