67 citations · 71 across the 2 of their papers we have counts for
4 papers
Diffprivlib: The IBM Differential Privacy Library
Naoise Holohan, Stefano Braghin, Pól Mac Aonghusa +1
Since its conception in 2006, differential privacy has emerged as the de-facto standard in data privacy, owing to its robust mathematical guarantees, generalised applicability and…
The Bounded Laplace Mechanism in Differential Privacy
Naoise Holohan, Spiros Antonatos, Stefano Braghin +1
The Laplace mechanism is the workhorse of differential privacy, applied to many instances where numerical data is processed. However, the Laplace mechanism can return semantically…
(,)-Anonymity: -Anonymity with -Differential Privacy
Naoise Holohan, Spiros Antonatos, Stefano Braghin +1
The explosion in volume and variety of data offers enormous potential for research and commercial use. Increased availability of personal data is of particular interest in enabling…
The Zen of Multidisciplinary Team Recommendation
Anwitaman Datta, Stefano Braghin, Jackson Tan Teck Yong
In order to accomplish complex tasks, it is often necessary to compose a team consisting of experts with diverse competencies. However, for proper functioning, it is also preferabl…