97 citations · 111 across the 15 of their papers we have counts for
27 papers
Measuring Information Leakage in Non-stochastic Brute-Force Guessing
Ni Ding, Farhad Farokhi
This paper proposes an operational measure of non-stochastic information leakage to formalize privacy against a brute-force guessing adversary. The information is measured by non-p…
Sharing in a Trustless World: Privacy-Preserving Data Analytics with Potentially Cheating Participants
Tham Nguyen, Hassan Jameel Asghar, Raghav Bhakar +2
Lack of trust between organisations and privacy concerns about their data are impediments to an otherwise potentially symbiotic joint data analysis. We propose DataRing, a data sha…
Safe Learning of Uncertain Environments
Farhad Farokhi, Alex Leong, Iman Shames +1
In many learning based control methodologies, learning the unknown dynamic model precedes the control phase, while the aim is to control the system such that it remains in some saf…
A Linear Reduction Method for Local Differential Privacy and Log-lift
Ni Ding, Yucheng Liu, Farhad Farokhi
This paper considers the problem of publishing data while protecting correlated sensitive information . We propose a linear method to generate the sanitized data with th…
Optimal Pre-Processing to Achieve Fairness and Its Relationship with Total Variation Barycenter
Farhad Farokhi
We use disparate impact, i.e., the extent that the probability of observing an output depends on protected attributes such as race and gender, to measure fairness. We prove that di…
Rigid-profile input scheduling under constrained dynamics with a water network application
Adair Lang, Michael Cantoni, Farhad Farokhi +1
The motivation for this work stems from the problem of scheduling requests for flow at supply points along an automated network of open-water channels. The off-take flows are rigid…