By Xiaohui Liang, Rongxing Lu, Visit Amazon's Xiaodong Lin Page, search results, Learn about Author Central, Xiaodong Lin, , Xuemin Shen
This publication makes a speciality of 3 rising study subject matters in cellular social networks (MSNs): privacy-preserving profile matching (PPM) protocols, privacy-preserving cooperative information forwarding (PDF) protocols, and reliable carrier assessment (TSE) platforms. The PPM is helping clients evaluate their own profiles with out disclosing the profiles. The PDF is helping clients ahead information to their acquaintances through a number of cooperative relay friends whereas conserving their identification and site privateness. The TSE permits clients to in the community percentage carrier stories at the proprietors such that clients obtain extra helpful information regarding the providers not just from proprietors but in addition from their depended on social associates. The authors tackle either theoretic and useful facets of those subject matters by means of introducing the procedure version, reviewing the similar works, and providing the strategies. protection and privateness for cellular Social Networks additional presents the safety research and the functionality evaluate according to real-trace simulations. It additionally summarizes the longer term study instructions for this swiftly turning out to be region of study. The booklet may be worthwhile for researchers and practitioners who paintings with cellular social networks, communique systems, instant communique ideas, and net applications.
"Suitable for any form of reader as an creation to the topic... The chapters are good prompted and presented... it is suggested for researchers." -ACM Computing experiences, 21 July 2014
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This publication makes a speciality of 3 rising learn subject matters in cellular social networks (MSNs): privacy-preserving profile matching (PPM) protocols, privacy-preserving cooperative information forwarding (PDF) protocols, and reliable provider evaluate (TSE) structures. The PPM is helping clients evaluate their own profiles with no disclosing the profiles.
Extra info for Security and privacy in mobile social networks
Proximity measurement, 3. Morality-driven data forwarding. In the first step, the privacy-preserving route-based authentication enables two encountered users to exchange partial route information. The route information can be constructed in a privacy-preserving structure determined by users themselves. , users have to honestly tell about their hotspots. In the second step, each user measures a proximity score between the destination and the route information provided by the relay user. The proximity score reflects the forwarding capability of a relay node with respect to a specific destination.
2l/c l Ä p=2. p 1/=2. vi;x vj;x / < p. p C 1/=2, ui is able to know whether vi;x > vj;x , vi;x D vj;x , or vi;x < vj;x . 2 (Anonymity). The eCPM does not disclose the attribute values of participating users. Proof. The initiator ui who starts the protocol for attribute ax encrypts its attribute value vi;x using its homomorphic public key pki . Thus, the responder uj is unable to know any information about vi;x . vi;x vj;x / to ui , where ' is a random factor added for anonymity. vi;x vj;x //. l 1/ and l 1 from ui ’s view, and the exact value of vj;x is thus protected.
In the third step, ui decrypts these nÂ ciphertexts and finds n secret shares of s1;y and s0;y . uj finally can obtain s1;y or s0;y from the secret shares. The iPPM is obtained by combining the iCPM with a secret sharing scheme  to support a predicate matching. The initiator ui sends its attribute values corresponding to the attributes in A to the responder uj . Without loss of generality, we assume A D fa1 ; ; an g. vi;x ; opt; vj;x /jax 2 Ag", where the comparison operator opt is either > or < and tN Ä n.