ShutterRoller: Preserving social network privacy towards high-speed domain gateway

  • Borui Yang
  • , Jianxin Li
  • , Yingjie Cao
  • , Hua Wei
  • , Peiyuan Sun
  • , Nannan Wu
  • , Bo Li
  • , Lu Liu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Online Social Network(OSN) has become an important platform where people share their life and opinions nowadays, which is followed by security problems especially privacy leakage. Contents generated by OSN users can be browsed and shared by friends or even strangers, which may contain their privacy information and leads to a high risk of privacy leakage. However, traditional DPI mechanism, such as NIDS and NIPS, can hardly adapt to privacy detection and preservation in OSN because of their granularity limitation or poor performance. Privacy settings of OSN sites are seldom changed by users. In this paper, we proposed a social network privacy preserving system, ShutterRoller, based on domain gateway. By detecting the OSN traffic through gateway, ShutterRoller examines the existing of social features that may lead to privacy leakage, such as user behaviors and user generated contents. The work of ShutterRoller is accomplished with the following contributions: (1) a general network underlying framework for application layer data restoration with high throughput and low latency towards the high-speed network environment of gateway. (2) a customized OSN application layer inspection scheme to achieve fine-grained privacy leakage detection with a high accuracy. Experiments have been done by real network traffic, and indicate the high accuracy in fine-grained privacy leakage detection and high throughput as well as low latency in high-speed network.

Original languageEnglish
Title of host publicationProceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015
EditorsLuigi Atzori, Xiaolong Jin, Stephen Jarvis, Lei Liu, Ramon Aguero Calvo, Jia Hu, Geyong Min, Nektarios Georgalas, Yulei Wu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1811-1818
Number of pages8
ISBN (Electronic)9781509001545
DOIs
StatePublished - 22 Dec 2015
Event15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015 - Liverpool, United Kingdom
Duration: 26 Oct 201528 Oct 2015

Publication series

NameProceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015

Conference

Conference15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015
Country/TerritoryUnited Kingdom
CityLiverpool
Period26/10/1528/10/15

Keywords

  • Domain gateway
  • Fine-grained
  • High-speed network
  • Privacy
  • Social network

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