Optimized detection of cyber-attacks on IoT networks via hybrid deep learning models

Particle swarm optimization algorithm: an overview

Dongshu Wang, Dapei Tan, Lei Liu · Soft Computing · 2017 · 3.2K citations

Computing, Computer Science, Algorithms +10

CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment

Euclides Carlos Pinto Neto, Sajjad Dadkhah, Raphael Ferreira et al. · Sensors · 2023 · 793 citations · Full text

Computing, Computer Science, Cybersecurity +15

BAT: Deep Learning Methods on Network Intrusion Detection Using NSL-KDD Dataset

Tongtong Su, Huazhi Sun, Jinqi Zhu et al. · IEEE Access · 2020 · 425 citations · Full text

Computing, Computer Engineering, Computer Science +17

IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Yuhua Yin, Julian Jang‐Jaccard, Wen Xu et al. · Journal Of Big Data · 2023 · 295 citations · Full text

Computing, Computer Engineering, Computer Science +17

Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering Anomalous Events From Intelligent Transportation Systems

Javed Ashraf, Asim Dilawar Bakhshi, Nour Moustafa et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 280 citations

Computing, Computer Science, Cybersecurity +17