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A guide to differ ential privacy theory in social network analysis

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Interpreting Network Differential Privacy

math.ST · 2025-04-16 · accept · novelty 6.0

Edge-level differential privacy protects only tests between complete neighboring networks, not tests of individual edges, except under independence or bounded-dependence conditions.

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  • Interpreting Network Differential Privacy math.ST · 2025-04-16 · accept · none · ref 153

    Edge-level differential privacy protects only tests between complete neighboring networks, not tests of individual edges, except under independence or bounded-dependence conditions.