4 citations · 4 across the 3 of their papers we have counts for
3 papers
Creating quantum-resistant classical-classical OWFs from quantum-classical OWFs
Wei Zheng Teo, Marco Carmosino, Lior Horesh
One-way functions (OWF) are one of the most essential cryptographic primitives, the existence of which results in wide-ranging ramifications such as private-key encryption and prov…
Private Boosted Decision Trees via Smooth Re-Weighting
Vahid R. Asadi, Marco L. Carmosino, Mohammadmahdi Jahanara +2
Protecting the privacy of people whose data is used by machine learning algorithms is important. Differential Privacy is the appropriate mathematical framework for formal guarantee…
Efficient, Noise-Tolerant, and Private Learning via Boosting
Mark Bun, Marco Leandro Carmosino, Jessica Sorrell
We introduce a simple framework for designing private boosting algorithms. We give natural conditions under which these algorithms are differentially private, efficient, and noise-…