Marios Iliofotou



Data Scientist @ Splunk>


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:: Education


:: Work Experience



:: Research Interests


:: Publications

    Journals
  1. "Towards self adaptive network traffic classification"
    A. Tongaonkar, R. Torres, M. Iliofotou, R. Keralapura, A. Nucci.
    Computer Communications (COMCOM) 2014.

  2. "Graption: A Graph-based P2P Traffic Classification Framework for the Internet Backbone." [.pdf] [ BibTeX ]
    Marios Iliofotou, H. Kim, P. Pappu, M. Faloutsos, M. Mitzenmacher, and G.Varghese.
    Journal of Computer Networks (COMNET) by Elsevier 2011.

  3. "Discriminating Graphs Through Spectral Projections." [.pdf] [ BibTeX ]
    Damien Fay, H. Haddadib, S. Uhlig, L. Kilmartin, A. W. Moore, J. Kunegise, and Marios Iliofotou
    Journal of Computer Networks (COMNET) by Elsevier 2011.

  4. "Denial of Service Attacks in Wireless Networks: The Case of Jammers." [.pdf] [ BibTeX ]
    K.Pelechrinis, Marios Iliofotou and S.V.Krishnamurthy.
    IEEE Communication Surveys and Tutorials 2011.

    Conferences and Workshops
  5. "Automatic Protocol Field Inference for Deeper Protocol Understanding" [.pdf]
    Ignacio Bermudez, Marios Iliofotou, Alok Tongaonkar, Marco Mellia, Maurizio M. Munafo.
    In IFIP Networking, May 2015.
    Acceptance Ratio: 50/191 (26%)

  6. "Mosaic: Quantifying Privacy Leakage in Mobile Networks" [.pdf] [ BibTeX ]
    Ning Xia, Han Hee Song, Yong Liao, Marios Iliofotou, Antonio Nucci, Zhi-Li Zhang, and Aleksandar Kuzmanovic.
    In ACM SIGCOMM, August 2013.

  7. "ReSurf: Reconstructing Web-Surfing Activity From Network Traffic." [.pdf] [ BibTeX ]
    Guowu Xie, Marios Iliofotou, T. Karagiannis, M. Faloutsos, and Y. Jin
    In IFIP Networking, May 2013.
    Acceptance Ratio: 50/191 (26%)

  8. "Graph-based Analysis and Prediction for Software Evolution." [.pdf] [ BibTeX ]
    Pamela Bhattacharya, Marios Iliofotou, Iulian Neamtiu, and M. Faloutsos.
    In International Conference on Software Engineering (ICSE), June 2012.
    Acceptance Ratio: 87/408 (21%)

  9. "SubFlow: Towards Practical Flow-Level Traffic Classification." [.pdf] [ BibTeX ]
    Guowu Xie, Marios Iliofotou, R. Keralapura, A. Nucci, and M. Faloutsos.
    In IEEE INFOCOM (mini-conference), March 2012.
    Acceptance Ratio: 378/1547 (24%)

  10. "Analyzing Interaction Communication Networks in Enterprises and Identifying Hierarchies." [.pdf] [ BibTeX ]
    Yi Yang, Marios Iliofotou, M. Faloutsos, and B. Wu.
    In IEEE International Workshop on Network Science (NSW), June 2011.

  11. "Profiling-by-Association: A Resilient Traffic Profiling Solution for the Internet Backbone." [.pdf] [.pptx] [ BibTeX ]
    Marios Iliofotou, B. Gallagher, T. Eliassi-Rad, G. Xie, and M. Faloutsos.
    In ACM CoNEXT, December 2010.
    Acceptance Ratio: 28/147 (19%).

  12. "Comparing BitTorrent Clients in the Wild: The Case of Download Speed." [.pdf] [.ppt] [ BibTeX ]
    Marios Iliofotou, Georgos Siganos, Xiaoyuan Yang, and Pablo Rodriguez
    In USENIX IPTPS (in conjunction with NSDI 2010), April 2010.
    Acceptance Ratio: 13/64 (20%).

  13. "Link Homophily in the Application Layer and its Usage in Traffic Classification." [.pdf] [.ppt.gz] [Long version] [ BibTeX ]
    B. Gallagher, Marios Iliofotou, T. Eliassi-Rad, and M. Faloutsos.
    In IEEE INFOCOM (mini-conference), March 2010.
    Acceptance Ratio: 382/1575 (24%).

  14. "Exploiting Dynamicity in Graph-based Traffic Analysis: Techniques and Applications." [.pdf] [.ppt.gz] [ BibTeX ]
    Marios Iliofotou, M. Faloutsos, and M. Mitzenmacher.
    In ACM CoNEXT 2009, December 2009.
    Acceptance Ratio: 29/170 (17%).

  15. "Graph-based P2P Traffic Classification at the Internet Backbone". [.pdf] [Long version] [ BibTeX ]
    Marios Iliofotou, H. Kim, P. Pappu, M. Faloutsos, M. Mitzenmacher, and G.Varghese.
    In IEEE 12th Global Internet Symposium (in conjunction with IEEE INFOCOM 2009), April 2009.
    Acceptance Ratio: 12/35 (34%)

  16. "Network Monitoring Using Traffic Dispersion Graphs (TDGs)". [.pdf] [.ps.tgz] [ BibTeX ]
    Marios Iliofotou, P. Pappu, M. Faloutsos, M. Mitzenmacher, S. Singh, G. Varghese.
    In ACM SIGCOMM Internet Measurement Conference (IMC), October 2007.
    Acceptance Ratio: 30/140 (21%)

  17. "BiToS: Enhancing BitTorrent for Supporting Streaming Applications". [.pdf] [.ppt] [ BibTeX ]
    Angelos Vlavianos and Marios Iliofotou and Michalis Faloutsos.
    In IEEE 9th Global Internet Symposium (in conjunction with IEEE INFOCOM 2006), April 2006.

    Technical Reports and Posters
  18. "Exploring Graph-based Network Traffic Monitoring". [Abstract] [Poster]
    Marios Iliofotou.
    In IEEE INFOCOM Student Workshop, April 2009.

  19. "Graption: Automated Detection of P2P Applications using Traffic Dispersion Graphs (TDGs)". [.pdf]
    Marios Iliofotou , P. Pappu, M. Faloutsos, M. Mitzenmacher, G. Varghese, H. Kim.
    Technical Report, UCR-CS-2008-06080, June 2008.

  20. "Network Traffic Analysis using Traffic Dispersion Graphs (TDGs): Techniques and Hardware Implementation". [.pdf]
    Marios Iliofotou , P. Pappu, M. Faloutsos, M. Mitzenmacher, S. Singh, G. Varghese.
    Technical Report, UCR-CS-2007-05001, May 2007.

:: Open Source Code


:: Teaching Experience (TA)


| MAWI Traffic Archive | NLANR PMS: Special Traces Archive | UC Riverside |
| Cyprus | Links to Friends | CS Cheat Sheet [PDF] | LaTeX [PDF ] | LibPcap | TcpDump-Filters(BPF) | Bash Shell | Gnuplot |


:: Copyright © 2005 - 2014 Marios Iliofotou ::