GDE model: A variable intrusion detection model for few-shot attack
With the formation and popularity of the Internet of Things(IoT), the difficulty of protecting IoT infrastructure and smart devices from a few-shot of ever-changing malicious attacks has increased significantly. Traditional intrusion detection models in static mode cannot defend against intelligent...
Main Authors: | Yu Yan, Yu Yang, Fang Shen, Minna Gao, Yuheng Gu |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2023-12-01
|
Series: | Journal of King Saud University: Computer and Information Sciences |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157823003506 |
Similar Items
-
Few-Shot Network Intrusion Detection Using Discriminative Representation Learning with Supervised Autoencoder
by: Auwal Sani Iliyasu, et al.
Published: (2022-02-01) -
Enhancing IoT Security: A Few-Shot Learning Approach for Intrusion Detection
by: Theyab Althiyabi, et al.
Published: (2024-03-01) -
Lightweight Few-Shot Learning Based on Triple Information for Internet-of-Things Applications
by: Qi Wang, et al.
Published: (2022-01-01) -
An Enhancement Method in Few-Shot Scenarios for Intrusion Detection in Smart Home Environments
by: Yajun Chen, et al.
Published: (2023-07-01) -
Multi-Similarity Enhancement Network for Few-Shot Segmentation
by: Hao Chen, et al.
Published: (2023-01-01)