A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism

A hybrid deep learning model for efficient intrusion detection in big data environment

Mohammad Mehedi Hassan, Abdu Gumaei, Ahmed Alsanad et al. · Information Sciences · 2019 · 381 citations

Big Data Acquisition, Engineering, Machine Learning +10

A GA-LR wrapper approach for feature selection in network intrusion detection

Chaouki Khammassi, Saoussen Krichen · Computers & Security · 2017 · 373 citations

Engineering, Data Science, Data Mining +9

An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset

Hongpo Zhang, Lulu Huang, Chase Q. Wu et al. · Computer Networks · 2020 · 327 citations

Anomaly Detection, Machine Learning, Data Science +11

An effective intrusion detection approach using SVM with naïve Bayes feature embedding

Jie Gu, Shan Lu · Computers & Security · 2020 · 311 citations

Support Vector Machine, Anomaly Detection, Engineering +10

Analyzing Android Encrypted Network Traffic to Identify User Actions

Mauro Conti, Luigi V. Mancini, Riccardo Spolaor et al. · IEEE Transactions on Information Forensics and Security · 2015 · 253 citations · Full text

Mobile Security, Engineering, Machine Learning +19