An abnormal traffic detection method for chain information management system network based on convolutional neural network

An abnormal traffic detection method for chain information management system network based on convolutional neural network

Chain information management system is widely used, providing convenience for the operation and management of enterprises. However, the problem of abnormal network traffic becomes increasingly prominent currently. Therefore, this paper proposes a convolutional neural network based on attention mecha...

Full description

Saved in:

Bibliographic Details
Main Authors:	Chao Liu, Chunxiang Liu, Changrong Liu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Series:	Frontiers in Physics
Subjects:	anomaly detection convolutional neural network chain information management system network traffic accuracy
Online Access:	https://www.frontiersin.org/articles/10.3389/fphy.2025.1592975/full
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A network traffic classification method based on random forest and improved convolutional neural network
by: Bensheng YUN, et al.
Published: (2023-07-01)

Robust Classification of Encrypted Network Services Using Convolutional Neural Networks Optimized by Information Bottleneck Method
by: Zhijiong Wang, et al.
Published: (2025-01-01)

Small parallel residual convolutional neural network and traffic congestion detection
by: Shan Jiang, et al.
Published: (2025-04-01)

Spatio-temporal Graph Convolutional Neural Network for traffic signal prediction in large-scale urban networks
by: Shimon Komarovsky, et al.
Published: (2025-07-01)

Encrypted traffic classification method based on convolutional neural network
by: Rongna XIE, et al.
Published: (2022-12-01)

Balancing Complexity and Performance in Convolutional Neural Network Models for QUIC Traffic Classification
by: Giovanni Pettorru, et al.
Published: (2025-07-01)

Anomaly Detection in Network Traffic via Cross-Domain Federated Graph Representation Learning
by: Yanli Zhao, et al.
Published: (2025-06-01)

An Improved Convolutional Neural Networks: Quantum Pseudo-Transposed Convolutional Neural Networks
by: Li Hai, et al.
Published: (2025-01-01)

Vibe++ background segmentation method combining MeanShift clustering analysis and convolutional neural network
by: Zihao LIU, et al.
Published: (2021-03-01)

Robust Network Traffic Classification Based on Information Bottleneck Neural Network
by: Wei Lin, et al.
Published: (2024-01-01)

Abnormal traffic detection method based on LSTM and improved residual neural network optimization
by: Wengang MA, et al.
Published: (2021-05-01)

Impact of the Radar Image Resolution of Military Objects on the Accuracy of their Classification by a Deep Convolutional Neural Network
by: I. F. Kupryashkin
Published: (2022-02-01)

Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting
by: Na Hu, et al.
Published: (2022-12-01)

Few-shot traffic classification based on autoencoder and deep graph convolutional networks
by: Shengwei Xu, et al.
Published: (2025-03-01)

Adapted neural network of information support subsystem
by: С.Г. Семенов, et al.
Published: (2020-01-01)

SDN Anomalous Traffic Detection Based on Temporal Convolutional Network
by: Ziyi Wang, et al.
Published: (2025-04-01)

Graph neural network driven traffic prediction technology:review and challenge
by: Yi ZHOU, et al.
Published: (2021-12-01)

Graph neural network driven traffic prediction technology:review and challenge
by: Yi ZHOU, et al.
Published: (2021-12-01)

Combining Convolutional Neural Networks for Fungi Classification
by: Anuruk Prommakhot, et al.
Published: (2024-01-01)

STFGCN: Spatio-Temporal Fusion Graph Convolutional Networks for Subway Traffic Prediction
by: Xiaoxi Zhang, et al.
Published: (2024-01-01)

A traffic prediction method for missing data scenarios: graph convolutional recurrent ordinary differential equation network
by: Ming Jiang, et al.
Published: (2025-01-01)

DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network
by: Ahmed M. Elshewey, et al.
Published: (2025-08-01)

Model of the malicious traffic classification based on hypergraph neural network
by: Wenbo ZHAO, et al.
Published: (2023-10-01)

Damage Detection in Structural Health Monitoring using Hybrid Convolution Neural Network and Recurrent Neural Network
by: Thanh Bui-Tien, et al.
Published: (2021-12-01)

Damage detection in structural health monitoring using hybrid convolution neural network and recurrent neural network
by: Dung Bui-Ngoc, et al.
Published: (2022-01-01)

Image-Based Malicious Network Traffic Detection Framework: Data-Centric Approach
by: Doo-Seop Choi, et al.
Published: (2025-06-01)

Integrated Spatio-Temporal Graph Neural Network for Traffic Forecasting
by: Vandana Singh, et al.
Published: (2024-12-01)

An adaptive spatiotemporal dynamic graph convolutional network for traffic prediction
by: Zhiguo Xiao, et al.
Published: (2025-07-01)

Multi dynamic temporal representation graph convolutional network for traffic flow prediction
by: Zuojun Wu, et al.
Published: (2025-05-01)

Recognition of Industrial Spare Parts Using an Optimized Convolutional Neural Network Model
by: Chandralekha Mohan, et al.
Published: (2024-12-01)

Research on traffic representation in network anomaly detection
by: SUN Jianwen, et al.
Published: (2025-01-01)

CLASSIFICATION OF ROAD TRAFFIC CONDITIONS BASED ON TEXTURE FEATURES OF TRAFFIC IMAGES USING NEURAL NETWORKS
by: Teresa PAMUŁA
Published: (2016-09-01)

Optimizing Convolutional Neural Network Architectures
by: Luis Balderas, et al.
Published: (2024-09-01)

Enhancing Image Classification through Exploitation of Hue Cyclicity in Convolutional Neural Networks
by: Jiatao Kuang, et al.
Published: (2024-05-01)

Vegetation Coverage in Marsh Grass Photography Using Convolutional Neural Networks
by: Lucas Wayne Welch, et al.
Published: (2021-04-01)

Pruning convolution neural networks using filter clustering based on normalized cross-correlation similarity
by: Niaz Ashraf Khan, et al.
Published: (2025-04-01)

Frequency Enhanced Dynamic Graph Convolutional Networks for Traffic Flow Forecasting
by: Liyuan Wang, et al.
Published: (2025-01-01)

TEA-GCN: Transformer-Enhanced Adaptive Graph Convolutional Network for Traffic Flow Forecasting
by: Xiaxia He, et al.
Published: (2024-11-01)

Yoga pose recognition using dual structure convolutional neural network
by: Xiang Meng, et al.
Published: (2025-05-01)

Diagnosis of abnormal sound in loudspeakers by integrated attention mechanism convolutional neural network
by: ZHOU Jinglei, et al.
Published: (2024-04-01)