CNN-AttBiLSTM Mechanism: A DDoS Attack Detection Method Based on Attention Mechanism and CNN-BiLSTM
DDoS attacks occur frequently. This paper proposes a DDoS attack detection method that combines self attention mechanism with CNN-BiLSTM to address the issues of high dimensionality, multiple feature dimensions, low classification task accuracy, and high false positive rate in raw traffic data. Firs...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
IEEE
2023-01-01
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Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10323325/ |