Graph Embedding

Privacy-Preserving Graph Embedding based on Local Differential Privacy

Authors: Zening Li, Rong-Hua Li, Meihao Liao, Fusheng Jin, Guoren Wang | Published: 2023-10-17 | Updated: 2024-08-04
Graph Embedding
Privacy Protection Method
Privacy Technique

Graph Mining for Cybersecurity: A Survey

Authors: Bo Yan, Cheng Yang, Chuan Shi, Yong Fang, Qi Li, Yanfang Ye, Junping Du | Published: 2023-04-02 | Updated: 2023-10-16
Graph Embedding
Graph Construction
Security Analysis

A Survey on Malware Detection with Graph Representation Learning

Authors: Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha, Anis Zouaoui | Published: 2023-03-28 | Updated: 2023-08-17
Graph Embedding
Poisoning
Malware Classification

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification

Authors: Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu | Published: 2018-12-10 | Updated: 2019-05-09
Graph Embedding
Data Collection
Malware Detection Method