Mr Giovanni Cherubin

  1. 2019
  2. Published

    Majority vote ensembles of conformal predictors

    Cherubin, G., Mar 2019, In: Machine Learning. 108, 3, p. 475–488 14 p.

    Research output: Contribution to journalArticlepeer-review

  3. Unpublished

    Black-box Security: Measuring Black-box Information Leakage via Machine Learning

    Cherubin, G., 2019, (Unpublished)

    Research output: ThesisDoctoral Thesis

  4. 2018
  5. Published

    Exchangeability martingales for selecting features in anomaly detection

    Cherubin, G., Baldwin, A. & Griffin, J., Jun 2018, p. 157-170. 14 p.

    Research output: Contribution to conferencePaperpeer-review

  6. 2017
  7. Published

    Bayes, not Naïve: Security Bounds on Website Fingerprinting Defenses

    Cherubin, G., 2017, In: Proceedings on Privacy Enhancing Technologies. 2017, 4, p. 215-231 17 p.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Website Fingerprinting Defenses at the Application Layer

    Cherubin, G., Hayes, J. & Juarez, M., 2017, In: Proceedings on Privacy Enhancing Technologies. 2017, 2, p. 186-203 18 p.

    Research output: Contribution to journalArticlepeer-review

  9. 2016
  10. Published

    Hidden Markov Models with Confidence

    Cherubin, G. & Nouretdinov, I., 17 Apr 2016, Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Springer, Vol. 9653. p. 128-144 17 p. (Lecture Notes in Computer Science; vol. 9653).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. 2015
  12. Published

    Conformal Clustering and Its Application to Botnet Traffic

    Cherubin, G., Nouretdinov, I., Gammerman, A., Jordaney, R., Wang, Z., Papini, D. & Cavallaro, L., 3 Apr 2015, Statistical Learning and Data Sciences: Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Gammerman, A., Vovk, V. & Papadopoulos, H. (eds.). Springer, p. 313-322 10 p. (Lecture Notes in Computer Science; vol. 9047).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution