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titleconferencedate
Differentially-Private Software Frequency Profiling under Linear ConstraintsOOPSLA 20202020-11-15
Reformulates local differential privacy for frequency vectors that must satisfy software-specific linear inequalities and gives a concrete noise calibration…
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Open Problem SessionPrivacy and the Science of Data Analysis 20192019-04-08
Nine eight-minute open problems present concrete conjectures, partial results and explicit gaps: a private VC equivalence conjecture linking private uniform…
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Private Learning with Auxiliary Public DataPrivacy and the Science of Data Analysis 20192019-04-08
A private predictor wraps any non‑private learner as a black-box transformation and uses subsample-and-aggregate / distance-to-instability plus the sparse…
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