Francesco Aldà
Address: | Fakultät für Mathematik Lehrstuhl Mathematik & Informatik Ruhr-Universität Bochum Universitätsstraße 150, 44801 Bochum Deutschland |
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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)
- Übungsgruppe zur Vorlesung Komplexitätstheorie bei Prof. Simon