Link Prediction Method

Sub-graph Based Diffusion Model for Link Prediction

Authors: Hang Li, Wei Jin, Geri Skenderi, Harry Shomer, Wenzhuo Tang, Wenqi Fan, Jiliang Tang | Published: 2024-09-13
Simulation Result Evaluation
Model Performance Evaluation
Link Prediction Method
2024.09.13 2025.05.27
Literature Database

Unveiling Hidden Links Between Unseen Security Entities

Authors: Daniel Alfasi, Tal Shapira, Anat Bremler Barr | Published: 2024-03-04
Link Prediction Method
Knowledge Graph Inference
Vulnerability Management
2024.03.04 2025.05.27
Literature Database

Ethereum Fraud Detection with Heterogeneous Graph Neural Networks

Authors: Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi | Published: 2022-03-23 | Updated: 2022-07-04
Model Selection
Link Prediction Method
Structural Learning
2022.03.23 2025.05.28
Literature Database

MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction

Authors: Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu | Published: 2021-12-14
Link Prediction Method
Performance Evaluation Metrics
Machine Learning Method
2021.12.14 2025.05.28
Literature Database

Stealing Links from Graph Neural Networks

Authors: Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang | Published: 2020-05-05 | Updated: 2020-10-05
Model Inversion
Link Prediction Method
Attack Evaluation
2020.05.05 2025.05.28
Literature Database