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Helping Users Understand Their Web Footprints

Published: 18 May 2015 Publication History

Abstract

To help users better understand the potential risks associated with publishing data publicly, and the types of data that can be inferred by combining data from multiple online sources, we introduce a novel information exposure detection framework that generates and analyzes the web footprints users leave across the social web. We propose to use probabilistic operators, free text attribute extraction, and a population-based inference engine to generate the web footprints. Evaluation over public profiles from multiple sites shows that our framework successfully detects and quantifies information exposure using a small amount of non-sensitive initial knowledge.

References

[1]
O. Goga, H. Lei, S. H. K. Parthasarathi, G. Friedland, R. Sommer, and R. Teixeira. Exploiting Innocuous Activity for Correlating Users Across Sites. In WWW, 2013.
[2]
M. Humbert, T. Studer, M. Grossglauser, and J.-P. Hubaux. Nowhere to Hide: Navigating around Privacy in Online Social Networks. In ESORICS, 2013.
[3]
T. Iofciu, P. Fankhauser, F. Abel, and K. Bischoff. Identifying Users Across Social Tagging Systems. In ICWSM, 2011.
[4]
P. Jain, P. Kumaraguru, and A. Joshi. @I Seek 'fb.me': Identifying Users Across Multiple Online Social Networks. In WoLE, 2013.
[5]
A. Malhotra, L. Totti, W. Meira Jr., P. Kumaraguru, and V. Almeida. Studying User Footprints in Different Online Social Networks. In ASONAM, 2012.

Cited By

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  • (2016)Generating risk reduction recommendations to decrease vulnerability of public online profilesProceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining10.5555/3192424.3192500(411-416)Online publication date: 18-Aug-2016
  • (2016)Generating risk reduction recommendations to decrease vulnerability of public online profiles2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)10.1109/ASONAM.2016.7752267(411-416)Online publication date: Aug-2016

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Published In

cover image ACM Other conferences
WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web
May 2015
1602 pages
ISBN:9781450334730
DOI:10.1145/2740908
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

Sponsors

  • IW3C2: International World Wide Web Conference Committee

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Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 May 2015

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Author Tags

  1. privacy
  2. record linkage
  3. web footprint

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  • Other

Funding Sources

  • National Science Foundation

Conference

WWW '15
Sponsor:
  • IW3C2

Acceptance Rates

Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Cited By

View all
  • (2016)Generating risk reduction recommendations to decrease vulnerability of public online profilesProceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining10.5555/3192424.3192500(411-416)Online publication date: 18-Aug-2016
  • (2016)Generating risk reduction recommendations to decrease vulnerability of public online profiles2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)10.1109/ASONAM.2016.7752267(411-416)Online publication date: Aug-2016

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