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Farhad Farokhi

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Tag: data privacy

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

Coronavirus, covid-19, data privacy, privacy, Singapore, TraceTogether

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

data privacy, differential privacy, dynamical system, feedback control, homomorphic encryption, information theory

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

data privacy, differential privacy, machine learning, membership inference, optimization

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

data privacy, Fisher information, HVAC privacy, robotics, Schrödinger’s Equation, smart meter privacy, statistics

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