Privacy‐Preserving Friend Matching Protocol approach for Pre‐match in Social Networks

Shubhangi S. Ople; Aaradhana A. Deshmukh; Albena Dimitrova Mihovska; Ramjee Prasad

Privacy‐Preserving Friend Matching Protocol approach for Pre‐match in Social Networks

Shubhangi S. Ople, Aaradhana A. Deshmukh, Albena Dimitrova Mihovska, Ramjee Prasad

Department of Electronic Systems

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Abstract

Social services make the most use of the user
profile matching to help the users to discover friends with
similar social attributes (e.g. interests, location, age).
However, there are many privacy concerns that prevent to
enable this functionality. Privacy preserving encryption is
not suitable for use in social networks due to its data sharing problems and information leakage. In this paper, we propose a novel framework for privacy–preserving profile matching. We implement both the client and server
portion of the secure match and evaluate its performance
network dataset. The results show that a secure match can
achieve at least one order of accuracy and better
computational performance than the techniques that use
homomorphic encryption.It can handle and tackle new
characteristics and an environment for a particular
application in a mobile social network.

Original language	English
Title of host publication	Wireless Personal Multimedia Communications (WPMC) Symposium 2015
Publisher	IEEE
Publication date	2016
Publication status	Published - 2016
Event	IEEE Global Wireless Summit 2015: Wireless Personal Multimedia Communication - Novotel Convention Centre, Hyderabad, India Duration: 13 Dec 2015 → 16 Dec 2015 http://wpmc-symposium.org/2015/

Conference

Conference	IEEE Global Wireless Summit 2015
Location	Novotel Convention Centre
Country/Territory	India
City	Hyderabad
Period	13/12/2015 → 16/12/2015
Internet address	http://wpmc-symposium.org/2015/

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@inproceedings{53cbefaac58f41839103f5e41cc8856d,

title = "Privacy‐Preserving Friend Matching Protocol approach for Pre‐match in Social Networks",

abstract = "Social services make the most use of the userprofile matching to help the users to discover friends withsimilar social attributes (e.g. interests, location, age).However, there are many privacy concerns that prevent toenable this functionality. Privacy preserving encryption isnot suitable for use in social networks due to its data sharing problems and information leakage. In this paper, we propose a novel framework for privacy–preserving profile matching. We implement both the client and serverportion of the secure match and evaluate its performancenetwork dataset. The results show that a secure match canachieve at least one order of accuracy and bettercomputational performance than the techniques that usehomomorphic encryption.It can handle and tackle newcharacteristics and an environment for a particularapplication in a mobile social network.",

author = "Ople, {Shubhangi S.} and Deshmukh, {Aaradhana A.} and Mihovska, {Albena Dimitrova} and Ramjee Prasad",

year = "2016",

language = "English",

booktitle = "Wireless Personal Multimedia Communications (WPMC) Symposium 2015",

publisher = "IEEE",

address = "United States",

note = "IEEE Global Wireless Summit 2015 : Wireless Personal Multimedia Communication , IEEE-GWS-WPMC ; Conference date: 13-12-2015 Through 16-12-2015",

url = "http://wpmc-symposium.org/2015/",

}

Privacy‐Preserving Friend Matching Protocol approach for Pre‐match in Social Networks. / Ople, Shubhangi S.; Deshmukh, Aaradhana A.; Mihovska, Albena Dimitrova et al.
Wireless Personal Multimedia Communications (WPMC) Symposium 2015. IEEE, 2016.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Privacy‐Preserving Friend Matching Protocol approach for Pre‐match in Social Networks

AU - Ople, Shubhangi S.

AU - Deshmukh, Aaradhana A.

AU - Mihovska, Albena Dimitrova

AU - Prasad, Ramjee

PY - 2016

Y1 - 2016

N2 - Social services make the most use of the userprofile matching to help the users to discover friends withsimilar social attributes (e.g. interests, location, age).However, there are many privacy concerns that prevent toenable this functionality. Privacy preserving encryption isnot suitable for use in social networks due to its data sharing problems and information leakage. In this paper, we propose a novel framework for privacy–preserving profile matching. We implement both the client and serverportion of the secure match and evaluate its performancenetwork dataset. The results show that a secure match canachieve at least one order of accuracy and bettercomputational performance than the techniques that usehomomorphic encryption.It can handle and tackle newcharacteristics and an environment for a particularapplication in a mobile social network.

AB - Social services make the most use of the userprofile matching to help the users to discover friends withsimilar social attributes (e.g. interests, location, age).However, there are many privacy concerns that prevent toenable this functionality. Privacy preserving encryption isnot suitable for use in social networks due to its data sharing problems and information leakage. In this paper, we propose a novel framework for privacy–preserving profile matching. We implement both the client and serverportion of the secure match and evaluate its performancenetwork dataset. The results show that a secure match canachieve at least one order of accuracy and bettercomputational performance than the techniques that usehomomorphic encryption.It can handle and tackle newcharacteristics and an environment for a particularapplication in a mobile social network.

UR - http://www.gisfi.org/pdf/WPMC%20&%20GWS%202015%20Final%20Program%20Brochure.pdf

M3 - Article in proceeding

BT - Wireless Personal Multimedia Communications (WPMC) Symposium 2015

PB - IEEE

T2 - IEEE Global Wireless Summit 2015

Y2 - 13 December 2015 through 16 December 2015

ER -

Privacy‐Preserving Friend Matching Protocol approach for Pre‐match in Social Networks

Abstract

Conference

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