Search Results for author:
Found 4 papers, 0 papers with code
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures
Additionally, for the privacy security of FLGNN, this paper designs membership inference attack experiments and differential privacy defense experiments.
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection
The proliferation of fake news and its serious negative social influence push fake news detection methods to become necessary tools for web managers.
Subgraph Networks with Application to Structural Feature Space Expansion
In other words, the structural features of SGNs can complement that of the original network for better network classification, regardless of the feature extraction method used, such as the handcrafted, network embedding and kernel-based methods.
Ranked #10 on
Graph Classification
on MUTAG
Target Defense Against Link-Prediction-Based Attacks via Evolutionary Perturbations
This is the first time to study privacy protection on targeted links against link-prediction-based attacks.
Social and Information Networks Physics and Society
