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Luca Bonomi

Ph.D. Student
Department of Mathematics & Computer Science
400 Dowman Dr., Office: N408
Emory University
Atlanta, GA 30322

Email: lbonomi AT mathcs DOT emory DOT edu

About Me

I am currently a PhD student in the Department of Math & CS at Emory University, working with Professor Li Xiong. I received a B.Sc. (2006) and M.Sc. (2008) both in Computer Engineering from the University of Padova. I am a member of the AIMS (Assured Information Management and Sharing) group at Emory.

Research Interests

Education

Honors and Awards

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Publications

Conference Papers

  1. Luca Bonomi and Li Xiong
    Private Computation of the Longest Increasing Subsequence in Data Streams
    In 8th International Workshop on Privacy and Anonymity in the Information Society (PAIS), in conjunction with the International Conference on Extended Database Technology (EDBT), Brussels, Belgium, March 2015
  2. Liyue Fan, Luca Bonomi, Li Xiong, Vaidy Sunderam
    Monitoring Web Browsing Behaviors with Differential Privacy
    In Proceedings of the 23rd International World Wide Web Conference (WWW),177-188, Soul, Korea, April 2014
    [Full Paper, acceptance ratio: 12.9%]
  3. Luca Bonomi and Li Xiong
    A Two-Phase Algorithm for Mining Sequential Patterns with Differential Privacy
    In Proceedings of the 22st ACM Conference on Information and Knowledge Management (CIKM), 269-278, San Francisco, October 2013
    [Full Paper, acceptance ratio: 16.8% = 143/848]
  4. Luca Bonomi
    Mining Frequent Patterns with Differential Privacy
    In Proceedings of the 39th International Conference on Very Large Data Bases (VLDB), PhD. Workshop, 1422-1427, Riva del Garda, Italy, August 2013
  5. Luca Bonomi, Li Xiong and J. J. Lu
    LinkIT: Privacy Preserving Record Linkage and Integration via Transformations
    In Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data (SIGMOD), 1029-1032, New York, June 2013
  6. Luca Bonomi, Li Xiong, Rui Chen, and Benjamin C. M. Fung
    Frequent grams based Embedding for Privacy Preserving Record Linkage
    In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), 1597-160, Maui, Hawaii, October 2012
    [Short Paper, acceptance ratio: 27.7% = (146+156)/1088]

Book Chapters

  1. Luca Bonomi, Liyue Fan, and Li Xiong
    A Review of Privacy Preserving Mechanisms for Record Linkage, (accepted)

Under Review

  1. Luca Bonomi and Li Xiong
    Secure Transformation via Frequent Grams for Privacy Preserving Record Linkage

Other Works

  1. Luca Bonomi, Li Xiong, Rui Chen, and Benjamin C. M. Fung
    Privacy Preserving Record Linkage via grams Projections, arXiv:1208.2773, 2012
  2. Luca Bonomi
    Approximating Edit distance: geometrical and communicational flavors
    Emory 2011
  3. Luca Bonomi
    Approximating Edit distance: an overview of problems and results
    Emory 2011
  4. Luca Bonomi
    Search and Discovery of Composite Patterns, with Applications
    M.S. Thesis, University of Padova. Advisor: Professor Alberto Apostolico

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Research Experiences

Projects

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Professional Experiences

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Teaching Experiences

Instructor

Teaching Assistant

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©2012 Luca Bonomi