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Chapter and Conference Paper
Multi-view DDoS Network Flow Feature Extraction Method via Convolutional Neural Network
Distributed Denial of Service (DDoS) has caused tremendous damage to the network in large data environment. The features extracted by existing feature methods can not accurately represent the characteristics o...
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Chapter and Conference Paper
Survey: Research on Blockchain Consensus Mechanism in IoT Security
The Internet of Things (IoT) technology, as an important part of a new generation of information technology, is beginning to be applied in more and more fields. However, due to the lack of basic security techn...
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Chapter and Conference Paper
EAC-GAN: Semi-supervised Image Enhancement Technology to Improve CNN Classification Performance
Deep neural networks require a large amount of data for supervised training and learning, but it is often difficult to obtain a large amount of label data in practical applications. Since semi-supervised learn...