Cognitive memory-guided autoencoder for effective intrusion detection in internet of things

H Lu, T Wang, X Xu, T Wang - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
With the development of the Internet of Things (IoT) technology, intrusion detection has
become a key technology that provides solid protection for IoT devices from network …

Cognitive Memory-Guided AutoEncoder for Effective Intrusion Detection in Internet of Things

H Lu, T Wang, X Xu, T Wang - IEEE TRANSACTIONS ON …, 2022 - openreview.net
The CMAE method leverages a memory module to enhance the ability to store normal
feature patterns while inheriting the advantages of autoencoder. Therefore, it is robust to the …