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Ashwinkumar Venkatanaga Machanavajjhala

Adjunct Associate Professor of Computer Science
Computer Science

Scholarly Works - Book sections


Pufferfish Privacy

Book section · January 1, 2025 Full text Cite

ℓ-Diversity

Book section · January 1, 2025 Full text Cite

Data Release and Synthetic Data

Book section · January 1, 2025 Full text Cite

Analyzing your location data with provable privacy guarantees

Book section · October 26, 2018 The ubiquity of smartphones and wearable devices coupled with the ability to sense locations through these devices has brought location privacy into the forefront of public debate. Location information is actively collected to help improve ad targeting, pr ... Full text Cite

Design of policy-aware differentially private algorithms

Book section · January 1, 2016 The problem of designing error optimal differentially private algorithms is well studied. Recent work applying differential privacy to real world settings have used variants of differential privacy that appropriately modify the notion of neighboring databa ... Cite

DPT: Differentially private trajectory synthesis using hierarchical reference systems

Book section · January 1, 2015 GPS-enabled devices are now ubiquitous, from airplanes and cars to smartphones and wearable technology. This has resulted in a wealth of data about the movements of individuals and populations, which can be analyzed for useful information to aid in city an ... Cite