Skip to main content

Understanding (Mis)Information Spreading for Improving Corporate Network Trustworthiness

  • Conference paper
Dependable Computing (EWDC 2013)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 7869))

Included in the following conference series:

  • 1010 Accesses

Abstract

The explosion of social networks is pervading every form of business. When used inside corporate networks, they can create potential vulnerabilities as employees at the lower levels in the organization chart may become influential thanks to social connections. This unexpected influence could be dangerous if the employee behaves maliciously reducing thus the trustworthiness of the overall organization. The paper is a first attempt in understanding this phenomenon by proposing a model for corporate networks that is able to measure the influence of each employee on the overall organizational chart, that is, to which extent an employee is able to spread (mis)information through the corporate network. The evaluation is done considering the Enron case.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 49.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Avizienis, A., Laprie, J.C., Randell, B., Landwehr, C.: Basic concepts and taxonomy of dependable and secure computing. IEEE Transactions on Dependable and Secure Computing 1(1), 11–33 (2004)

    Article  Google Scholar 

  2. IBM: Smallblue research tool, http://smallblue.research.ibm.com/

  3. Budak, C., Agrawal, D., El Abbadi, A.: Limiting the spread of misinformation in social networks. In: Proceedings of the 20th International Conference on World Wide Web, WWW 2011, pp. 665–674 (2011)

    Google Scholar 

  4. http://www.isi.edu/~adibi/Enron/Enron.html (access: February 20, 2013)

  5. Domingos, P., Richardson, M.: Mining the network value of customers. In: Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2001, pp. 57–66 (2001)

    Google Scholar 

  6. Kempe, D., Kleinberg, J., Tardos, E.: Maximizing the spread of influence through a social network. In: Proceedings of the 9th International Conference on Knowledge Discovery and Data Mining, KDD 2003, pp. 137–146 (2003)

    Google Scholar 

  7. Bharathi, S., Kempe, D., Salek, M.: Competitive influence maximization in social networks. In: Deng, X., Graham, F.C. (eds.) WINE 2007. LNCS, vol. 4858, pp. 306–311. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  8. Luo, Z.-L., Cai, W.-D., Li, Y.-J., Peng, D.: A pageRank-based heuristic algorithm for influence maximization in the social network. In: Gaol, F.L. (ed.) Recent Progress in DEIT, Vol. 2. LNEE, vol. 157, pp. 485–490. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  9. Chen, W., Wang, C., Wang, Y.: Scalable influence maximization for prevalent viral marketing in large-scale social networks. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2010, pp. 1029–1038. ACM, New York (2010)

    Chapter  Google Scholar 

  10. Kermarrec, A.M., Van Steen, M.: Gossiping in distributed systems. ACM SIGOPS Operating Systems Review 41(5), 2–7 (2007)

    Article  Google Scholar 

  11. Eugster, P.T., Guerraoui, R., Handurukande, S.B., Kouznetsov, P., Kermarrec, A.M.: Lightweight probabilistic broadcast. ACM TOCS 21(4), 341–374 (2003)

    Article  Google Scholar 

  12. http://www.isi.edu/~adibi/Enron/Enron_Employee_Status.xls (access: February 20, 2013)

  13. http://news.findlaw.com/hdocs/docs/enron/enronbk72803app-c.pdf (access: February 20, 2013)

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Baldoni, R., Bonomi, S., Di Luna, G.A., Montanari, L., Sorella, M. (2013). Understanding (Mis)Information Spreading for Improving Corporate Network Trustworthiness. In: Vieira, M., Cunha, J.C. (eds) Dependable Computing. EWDC 2013. Lecture Notes in Computer Science, vol 7869. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38789-0_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-38789-0_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38788-3

  • Online ISBN: 978-3-642-38789-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics