MRFM: A timely detection method for DDoS attacks in IoT with multidimensional reconstruction and function map**

L **e, B Yuan, H Yang, Z Hu, L Jiang, L Zhang… - Computer standards & …, 2024 - Elsevier
To address the slow response time of existing detection modules to the Internet of Things
(IoT) Distributed Denial of Service (DDoS) attacks, along with their low feature differentiation …

A network security situation prediction method through the use of improved TCN and BiDLSTM

C Yao, Y Yang, J Yang, K Yin - Mathematical Problems in …, 2022 - Wiley Online Library
The rapid development of information technology has brought much convenience to human
life, but more network threats have also come one after another. Network security situation …

A Network Security Situation Prediction for Consumer Data in the Internet of Things Using Variational Mode Decomposition (VMD) and Fused CNN-BiLSTM-Attention

A Yang, B **e, Y Liu, L Wang, J Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Consumer data in e-commerce platforms relies heavily on Internet of Things (IoT) devices,
which bring forth numerous security threats. As an emerging proactive defense technology …

Network security situation prediction model based on EMD and ELPSO optimized BiGRU neural network

B Zhang, M Jia, J Xu, W Zhao… - Computational …, 2022 - Wiley Online Library
In order to improve the accuracy of network security situation prediction and the
convergence speed of prediction algorithm, this paper proposes a combined prediction …

A Network Security Situation Prediction Method Based on SSA-GResNeSt

D Zhao, G Ji, Y Zhang, X Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Convolutional neural networks have been widely used in intrusion detection and proactive
network defense strategies such as network security situation prediction (NSSP). The …

[HTML][HTML] Intelligent Analysis and Prediction of Computer Network Security Logs Based on Deep Learning

Z Liu, X Li, D Mu - Electronics, 2024 - mdpi.com
Since the beginning of the 21st century, the development of computer networks has been
advancing rapidly, and the world has gradually entered a new era of digital connectivity …

Research on Computer Network Security Situation Awareness Platform

S Wu, Y Wei - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
With the development of information and network technology, all kinds of network attacks
have also brought more and more serious threats to network security, and network security …

基于流量特征重构与映射的物联网 DDoS 攻击单流检测方法

谢丽霞, 袁冰迪, 杨宏宇, 胡泽, 成翔, 张良 - 电信科学, 2024 - infocomm-journal.com
针对现有检测方法对物联网(IoT) 分布式拒绝服务(DDoS) 攻击响应速度慢, 特征差异性低,
检测性能差等不足, 提出了一种基于流量特征重构与映射的单流检测方法(SFDTFRM). 首先 …

Web API Verifier for IoTtalk and Its Applications

WY Lin, MZ Shieh, YB Lin - International Symposium on Mobile Internet …, 2022 - Springer
With the vigorous development of Internet of Things (IoT) applications, many IoT applications
based on IoTtalk, such as EduTalk, ScratchTalk, and other X-Talk systems, have been …

[HTML][HTML] 一种基于分层置信规则库的云制造系统网络安全态势预测模型

**赞庆, **世明, 王禹贺 - Artificial Intelligence and Robotics Research, 2024 - hanspub.org
云制造系统(Cloud Manufacturing System, CMS) 的网络安全对当今制造业影响重大,
因此对于云制造系统进行网络安全态势预测(Network Security Situation Prediction, NSSP) …