[PDF][PDF] Construction and Application of Internet of Things Network Security Situation Prediction Model Based on BiLSTM Algorithm

Y Wu - Journal of Cyber Security and Mobility, 2024 - journals.riverpublishers.com
IIoT is more and more extensive. However, security problem of IIoT is increasing. Traditional
network security strategies can not fully evaluate the security situation of IIoT. In view of the …

Design of Industrial IoT Intrusion Security Detection System Based on LightGBM Feature Algorithm and Multi-layer Perception Network

Y Deng - Journal of Cyber Security and Mobility, 2024 - journals.riverpublishers.com
Continuous improvement of machine learning technology has provided more support for
intrusion security detection in the industrial Internet of Things (IoT). The intrusion security …

A novel approach to secure IoT cryptocurrency wallets based on Enhanced ECDSA algorithm

S Raveenthiren, S Peraisoody - 2024 5th International …, 2024 - ieeexplore.ieee.org
The exponential growth of the Internet of Things (IoT) alongside the increasing significance
of cryptocurrencies has unveiled critical security challenges in digital transactions. This …

[HTML][HTML] 2 Security Situational Awareness Related Technologies

Y Wu - journals.riverpublishers.com
Situation element extraction is the first stage and basic technology. The collection of network
security situation elements needs to be carried out from two aspects: depth and breadth, and …

[HTML][HTML] 2 LightGBM Feature Algorithm Fusion with Multi-layer Perceptual Network Theory

Y Deng - journals.riverpublishers.com
In neural network algorithms, LightGBM is an ensemble learning algorithm based on GBDT,
which is a variant of GBDT algorithm and follows the basic framework of GBDT. GBDT uses …