The project aim is the development of a framework for the advancement of optimisation algorithms operating in real-time applications. This … More
Author: Farhad Farokhi
On the Privacy of TraceTogether, the Singaporean COVID-19 Contact Tracing Mobile App and Recommendations for Australia
Authors* (in Alphabetic Order): Hassan Asghar (Macquarie University), Farhad Farokhi (The University of Melbourne), Dali Kaafar (Macquarie University), Ben Rubinstein (The University … More
Non-stochastic privacy
A common thread or assumption among all provable privacy frameworks, such as information-theoretic privacy and differential privacy, is randomization for … More
Privacy of Dynamical Systems
Differential privacy is a natural candidate to alleviate privacy concerns in general. However, differential privacy literature most often deals with … More
Machine Learning Privacy
Data analysis methods using machine learning (ML) can unlock valuable insights for improving revenue or quality-of-service from, potentially proprietary, private … More
Fisher-Information Privacy
For privacy protection, the responses to the queries are systematically corrupted with an additive random noise. Using the Cramer-Rao bound, … More
Farhad Farokhi 