The project aim is the development of a framework for the advancement of optimisation algorithms operating in real-time applications. This…
News
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…
Non-stochastic privacy
A common thread or assumption among all provable privacy frameworks, such as information-theoretic privacy and differential privacy, is randomization for…
Privacy of Dynamical Systems
Differential privacy is a natural candidate to alleviate privacy concerns in general. However, differential privacy literature most often deals with…
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…
Fisher-Information Privacy
For privacy protection, the responses to the queries are systematically corrupted with an additive random noise. Using the Cramer-Rao bound,…
Farhad Farokhi 