Network Anomaly Detection Using Memory-Augmented Deep Autoencoder

In recent years, attacks on network environments continue to rapidly advance and are increasingly intelligent. Accordingly, it is evident that there are limitations in existing signature-based intrusion detection systems. In particular, for novel attacks such as Advanced Persistent Threat (APT), sig...

Full description

Bibliographic Details
Main Authors: Byeongjun Min, Jihoon Yoo, Sangsoo Kim, Dongil Shin, Dongkyoo Shin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9496635/