Multimodal fusion based few-shot network intrusion detection system

Abstract As network environments become increasingly complex and new attack methods emerge more frequently, the diversity of network attacks continues to grow. Particularly with new or rare attacks, gathering a large number of labeled samples is extremely difficult, resulting in limited training dat...

Full description

Saved in:
Bibliographic Details
Main Authors: Congyuan Xu, Yong Zhan, Zhiqiang Wang, Jun Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-05217-4
Tags: Add Tag
No Tags, Be the first to tag this record!