Utilization of social media’s hyperbolic significantly in nowadays world that allows the user to share their personal data like pictures with the opposite. This improved technology results in privacy violation wherever the users ar sharing the massive volumes of pictures across a lot of range of peoples. to supply security for the data, machine-controlled annotation of pictures ar introduced that aims to form the meta information data concerning the pictures by mistreatment the novel approach known as linguistics annotated Markovian linguistics Indexing (SMSI) for retrieving the pictures. to attain this privacy settings for the folks pictures we have a tendency to ar mistreatment accommodation Privacy Policy Prediction system. The projected system mechanically annotates the pictures mistreatment hidden Andre Mark off model and options ar extracted by mistreatment color bar chart and Scale-invariant feature rework (or SIFT) descriptor methodology. once annotation these pictures, linguistics retrieval of pictures is done by mistreatment linguistic communication process tool particularly Word web for measure linguistics similarity of annotated pictures within the info. Experimental result provides higher retrieval performance once compare with the prevailing system.

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