Improved network anomaly detection system using optimized autoencoder − LSTM

Dual-IDS: A bagging-based gradient boosting decision tree model for network anomaly intrusion detection system

Maya Hilda Lestari Louk, Bayu Adhi Tama · Expert Systems with Applications · 2022 · 209 citations

Computing, Computer Engineering, Computer Science +16

HELAD: A novel network anomaly detection model based on heterogeneous ensemble learning

Ying Zhong, Wenqi Chen, Zhiliang Wang et al. · Computer Networks · 2019 · 171 citations

Computing, Computer Science, Data Mining +12

Analysis of Autoencoders for Network Intrusion Detection

Youngrok Song, Sangwon Hyun, Yun-Gyung Cheong · Sensors · 2021 · 146 citations · Full text

Computing, Computer Engineering, Computer Science +16

DDoS attack detection and mitigation using deep neural network in SDN environment

Vanlalruata Hnamte, Ashfaq Ahmad Najar, Hong Nhung Nguyen et al. · Computers & Security · 2023 · 136 citations

Computing, Computer Science, Cybersecurity +16

A Cloud Intrusion Detection Systems Based on DNN Using Backpropagation and PSO on the CSE-CIC-IDS2018 Dataset

Saud Alzughaibi, Salim El Khediri · Applied Sciences · 2023 · 116 citations · Full text

Computing, Computer Science, Cybersecurity +14