RUB » LMI » Mitarbeiter » F. Aldà

Francesco Aldà

Address: Fakultät für Mathematik
Lehrstuhl Mathematik & Informatik
Ruhr-Universität Bochum
Universitätsstraße 150, 44801 Bochum
Deutschland
Room: NA 1/74
Tel.: 0234-32-23207
eMail: francesco.alda@rub.de

Office Hours

Thursday, 16:00-17:00 or by appointment

Research

Interests

  • Differential privacy from the perspective of learning theory
  • Private learning
  • Machine learning and AI
  • Cryptography

Proceedings

  • Benjamin I. P. Rubinstein, and Francesco Aldà
    Pain-Free Random Differential Privacy with Sensitivity Sampling
    To appear in Proceedings of the 34th International Conference on Machine Learning (ICML 2017), 2017.
    [arXiv]

  • Francesco Aldà, and Hans U. Simon
    On the Optimality of the Exponential Mechanism
    In Proceedings of Cyber Security Cryptography and Machine Learning: First International Conference (CSCML 2017), pages 68-85, Springer, 2017.
    [doi:10.1007/978-3-319-60080-2_5]

  • Francesco Aldà, and Benjamin I. P. Rubinstein
    The Bernstein Mechanism: Function Release under Differential Privacy
    In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17), pages 1705-1711, 2017.
    [arXiv]   [AAAI-17]

  • Francesco Aldà, Riccardo Aragona, Lorenzo Nicolodi, and Massimiliano Sala
    Implementation and Improvement of the Partial Sum Attack on 6-Round AES
    In Physical and Data-Link Security Techniques for Future Communication Systems, Vol. 358 of Lecture Notes in Electrical Engineering, pages 181-195, Springer, 2016.
    [iacr]   [doi:10.1007/978-3-319-23609-4_12]

  • Francesco Aldà, and Hans U. Simon
    Randomized Response Schemes, Privacy and Usefulness
    In Proceedings of the 7th ACM Workshop on Artificial Intelligence and Security (AISec '14), pages 15-26, ACM, 2014.
    [preprint]   [doi:10.1145/2666652.2666654]

Lehre

Frühere Veranstaltungen (Winter 2016/2017)