This paper introduces ARGAE-MSCE, an Adversarial Regularized Graph Autoencoder (ARGAE) enhanced by a Multi-scale Chebyshev Convolutional (ChebConv) Encoder (MSCE), designed for unsupervised anomaly ...

This scenario accentuates the necessity for deploying effective anomaly detection (AD) mechanisms to protect these critical infrastructures against the devastating impacts of cyberattacks. Traditional ...

Firstly, compile the file "generateEllipseCandidates.cpp" in MATLAB on your computer to generate the mex file "generateEllipseCandidates.mexw64" with the following command: mex ...

2024 was the warmest year in the 175-year observational record. It was likely the first calendar year to be more than 1.5°C above the pre-industrial era, with a global mean near-surface temperature of ...

The pipeline preprocesses raw data, extracts meaningful features, and applies machine learning models for anomaly detection. The primary algorithm used is the Isolation Forest, which is well-suited ...