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cs.IT2021
Differential Privacy for Binary Functions via Randomized Graph Colorings
Rafael G. L. D'Oliveira, Muriel Medard, Parastoo Sadeghi
We present a framework for designing differentially private (DP) mechanisms for binary functions via a graph representation of datasets. Datasets are nodes in the graph and any two…
cs.IT2021
A Coding Theory Perspective on Multiplexed Molecular Profiling of Biological Tissues
Luca D'Alessio, Litian Liu, Ken Duffy +3
High-throughput and quantitative experimental technologies are experiencing rapid advances in the biological sciences. One important recent technique is multiplexed fluorescence in…