A matrix-based private subgraph counting framework, NAM, yields new triangle, quadrangle, and 2-star counting algorithms under edge-LDP.
Hadamard response: Estimating distributions privately, efficiently, and with little communication
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Subgraph Counting under Edge Local Differential Privacy Based on Noisy Adjacency Matrix
A matrix-based private subgraph counting framework, NAM, yields new triangle, quadrangle, and 2-star counting algorithms under edge-LDP.