Hybrid Optimized Deep Neural Network with Enhanced Conditional Random Field Based Intrusion Detection on Wireless Sensor Network

Deep Learning Approach for Intelligent Intrusion Detection System

R. Vinayakumar, Mamoun Alazab, K. P. Soman et al. · IEEE Access · 2019 · 1.8K citations · Full text

Computing, Computer Science, Cybersecurity +13

A Supervised Intrusion Detection System for Smart Home IoT Devices

Eirini Anthi, Lowri Williams, Malgorzata Slowinska et al. · IEEE Internet of Things Journal · 2019 · 581 citations

Computing, Computer Science, Cybersecurity +16

Deep Learning Approach Combining Sparse Autoencoder With SVM for Network Intrusion Detection

Majjed Al-Qatf, Lasheng Yu, Mohammed Al‐Habib et al. · IEEE Access · 2018 · 535 citations · Full text

Computing, Computer Engineering, Computer Science +17

An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture

Swarna Priya R.M., Praveen Kumar Reddy Maddikunta, M. Parimala et al. · Computer Communications · 2020 · 458 citations

Computing, Computer Engineering, Computer Science +17

Toward a Lightweight Intrusion Detection System for the Internet of Things

Sana Ullah Jan, Saeed Ahmed, Vladimir Shakhov et al. · IEEE Access · 2019 · 310 citations · Full text

Computing, Computer Science, Cybersecurity +17