IEEE

A Hybrid Graph Neural Network and Neural ODE Model to Intrusion Detection in Dynamic Network Topologies

Abstract: The adaptive nature of evolving cyber-threats, particularly in Internet of Things (IoT) and Software-Defined Networking (SDN) environments, necessitates intrusion detection systems (IDS) ...
IEEE

Privacy-Preserving Electricity Theft Detection Training Model Based on Convolutional Neural Network

Abstract: In smart grids, electricity theft detection is crucial for ensuring fair billing and reducing utility losses. Most current methods rely on detailed consumption data, posing significant ...
GitHub

Incremental Transformer Neural Processes

incTNP tnp/models/castnp.py experiments/configs/models/inctnp.yml incTNP-Seq tnp/models/incTNPBatched.py experiments/configs/models/inctnpSeq.yml Due to file size ...
The New York Times

Grail’s Cancer Detection Test Fails in Major Study

A closely watched clinical trial in Britain that screened blood for early detection of cancer did not show a reduction in diagnoses at later stages of the disease. By Rebecca Robbins and Gina Kolata A ...