3 papers
cs.CR2025
Verifiable, Efficient and Confidentiality-Preserving Graph Search with Transparency
Qiuhao Wang, Xu Yang, Yiwei Liu +4
Graph databases have garnered extensive attention and research due to their ability to manage relationships between entities efficiently. Today, many graph search services have bee…
cs.CR2025
NetChain: Authenticated Blockchain Top-k Graph Data Queries and its Application in Asset Management
Hongguang Zhao, Xu Yang, Saiyu Qi +2
As a valuable digital resource, graph data is an important data asset, which has been widely utilized across various fields to optimize decision-making and enable smarter solutions…
cs.LG2024
Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformation
Qi Guo, Zhen Tian, Minghao Yao +4
Federated Unlearning (FU) enables clients to selectively remove the influence of specific data from a trained federated learning model, addressing privacy concerns and regulatory r…