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Contact

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Email: e.decristofaro (at) ucl (dot) ac (dot) uk
Phone: +44 20 7679 0349 (email before calling)
GPG: 4099EA23ADE1F8BD
Signal: upon request
Twitter: @emilianoucl
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Emiliano De Cristofaro

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Associate Professor in Security and Privacy Enhancing Technologies
Head of the Information Security Research Group
Department of Computer Science, University College London
Gower Street, London WC1E 6BT, United Kingdom
6.21A Malet Place Engineering Building (map)

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Privacy/Security & Machine Learning

Also view: [All Pubs] [My Google Scholar] [My DBLP]

  • Luca Melis, Congzheng Song, Emiliano De Cristofaro, and Vitaly Shmatikov
    Exploiting Unintended Feature Leakage in Collaborative Learning
    To appear at 40th IEEE Symposium on Security & Privacy (S&P 2019)
    [PDF]
  • Vincent Primault, Vasileios Lampos, Ingemar Cox, and Emiliano De Cristofaro
    Privacy-Preserving Crowd-Sourcing of Web Searches with Private Data Donor
    To appear at The Web Conference (WWW 2019)
    [PDF]
  • Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro
    LOGAN: Membership Inference Attacks Against Generative Models
    To appear in the Proceedings on Privacy Enhancing Technologies, Vol. 2019, Issue 1 (PoPETS 2019)
    [PDF]
  • Gergely Acs, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro (Extended Version)
    Differentially Private Mixture of Generative Neural Networks
    IEEE Transactions on Knowledge and Data Engineering (TKDE 2018)
    [PDF]
  • Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
    Knock Knock, Who’s There? Membership Inference on Aggregate Location Data
    25th Network and Distributed System Security Symposium (NDSS 2018)
    [Full Version] [Blog]
    Distinguished Paper Award!
  • Luca Melis, Apostolos Pyrgelis, Emiliano De Cristofaro
    On Collaborative Predictive Blacklisting
    To appear in ACM SIGCOMM's Computer Communication Review (CCR), Vol. 48, No. 5, Oct. 2018
    [Full Version]
  • Juan Echeverría, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Gianluca Stringhini, Shi Zhou
    LOBO – Evaluation of Generalization Deficiencies in Twitter Bot Classifiers
    [PDF]
    To appear in 2018 Annual Computer Security Applications Conference (ACSAC 2018)
  • Gergely Acs, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro
    Differentially Private Mixture of Generative Neural Networks
    17th IEEE International Conference on Data Mining (ICDM 2017)
    [Full Version]
  • Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
    What Does The Crowd Say About You? Evaluating Aggregation-based Location Privacy
    Proceedings on Privacy Enhancing Technologies, Vol. 2017, Issue 4 (PoPETS 2017)
    [PDF]
  • Luca Melis, George Danezis, Emiliano De Cristofaro
    Efficient Private Statistics with Succinct Sketches
    23rd Network and Distributed System Security Symposium (NDSS 2016)
    Winner of the 5th Data Protection by Design Award, issued by the Catalan Data Protection authority and the Parliament of Catalonia
    [PDF] [Blog]
  • Enrico Mariconti, Lucky Onwuzurike, Panagiotis Andriotis, Emiliano De Cristofaro, Gordon Ross, Gianluca Stringhini
    MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models
    24th Network and Distributed System Security Symposium (NDSS 2017)
    Media Coverage: The Morning Paper
    Award: CSAW Europe Applied Research Award, 2nd place (out of 128 papers)
    [PDF] [Blog] [Code] [Extended Version]