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The simplicity of sharing data through the Web furthermore, Distributed computing accidentally presents a developing issue of Data leakage. In the meantime, numerous end-clients are unconscious that their information was leaked or stolen following most information is leaked by operations running out of sight. This paper presents a novel client driven, mantrap-propelled Data Leakage Prevention (DLP) approach that can find, present any sending of information – both approved and unapproved – to end-clients and along these lines give them the capacity to stop the sending process. Our proposed system introduces mechanism to design an algorithm which communicates Internet of Things devices with the corresponding privileges and present a novel approach to support stronger security by encrypting the data with differential privilege keys also reduce the storage size of the authenticated information to increase the security of the data while sending to agent.