Anomal-E: A self-supervised network intrusion detection system based on graph neural networks

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

(2022) Xiangyu Song et al.   KNOWLEDGE-BASED SYSTEMS

Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses

(2021) Manuel Lopez-Martin et al.   KNOWLEDGE-BASED SYSTEMS

Towards a Standard Feature Set for Network Intrusion Detection System Datasets

(2021) Mohanad Sarhan et al.   MOBILE NETWORKS & APPLICATIONS

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

(2018) HongYun Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Unsupervised Network Intrusion Detection Systems: Detecting the Unknown without Knowledge

(2012) Pedro Casas et al.   COMPUTER COMMUNICATIONS