Zi-zhang Wei

DPEI: Privacy Budget Savings for Edge Information Protection in Synthetic Graph Publishing

With the widespread adoption of graph-structured data, protecting the complex relational information between nodes and edges while preventing sensitive information leakage has become a critical challenge. However, existing edge protection methods either introduce noise directly into the adjacency matrix, resulting in s...