Fuzzy k-anonymity with uncertainty parameter φ anonymizes 64% of unique nodes on average at 5% uncertainty across 39 networks and over 99% with a new Greedy algorithm at 10% uncertainty under 5% edge budget, while keeping structural metrics within 5% change.
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Fuzzy k-anonymity in complex networks
Fuzzy k-anonymity with uncertainty parameter φ anonymizes 64% of unique nodes on average at 5% uncertainty across 39 networks and over 99% with a new Greedy algorithm at 10% uncertainty under 5% edge budget, while keeping structural metrics within 5% change.