Edge-level differential privacy protects only tests between complete neighboring networks, not tests of individual edges, except under independence or bounded-dependence conditions.
Calibrating noise to sen- sitivity in private data analysis
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Interpreting Network Differential Privacy
Edge-level differential privacy protects only tests between complete neighboring networks, not tests of individual edges, except under independence or bounded-dependence conditions.