Variant Gated Recurrent Units With Encoders to Preprocess Packets for Payload-Aware Intrusion Detection

Variant Gated Recurrent Units With Encoders to Preprocess Packets for Payload-Aware Intrusion Detection

This paper investigates variant-gated recurrent units with encoders to preprocess packets for payload-aware intrusion detection. The variant-gated recurrent units include an encoded gated recurrent unit (E-GRU) and an encoded binarized gated recurrent unit (E-BinGRU). First, the originally collected...

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Bibliographic Details
Main Authors: Yiran Hao, Yiqiang Sheng, Jinlin Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Binary
encoder
gated recurrent unit
network security
payload-aware intrusion detection
packet preprocessing
Online Access:https://ieeexplore.ieee.org/document/8689015/

Internet

https://ieeexplore.ieee.org/document/8689015/

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