An efficient intrusion detection system for MQTT-IoT using enhanced chaotic salp swarm algorithm and LightGBM

MQTT Vulnerabilities, Attack Vectors and Solutions in the Internet of Things (IoT)

(2021) Ahmed J. Hintaw et al.   IETE JOURNAL OF RESEARCH

SMOTE-DRNN: A Deep Learning Algorithm for Botnet Detection in the Internet-of-Things Networks

(2021) Segun I. Popoola et al.   SENSORS

Online-Semisupervised Neural Anomaly Detector to Identify MQTT-Based Attacks in Real Time

(2021) Zhenyu Gao et al.   Security and Communication Networks

Embedding Blockchain Technology Into IoT for Security: A Survey

(2021) Li Da Xu et al.   IEEE Internet of Things Journal

A Deep Learning-Based Intrusion Detection System for MQTT Enabled IoT

(2021) Muhammad Almas Khan et al.   SENSORS

A novel one-dimensional sine powered chaotic map and its application in a new image encryption scheme

(2020) Ali Mansouri et al.   INFORMATION SCIENCES

Securing MQTT by Blockchain-Based OTP Authentication

(2020) Francesco Buccafurri et al.   SENSORS

Blockchain Mechanism and Symmetric Encryption in A Wireless Sensor Network

(2020) Alma E. Guerrero-Sanchez et al.   SENSORS

Enhanced Salp Swarm Algorithm based on random walk and its application to training feedforward neural networks

(2020) Yongqiang Yin et al.   SOFT COMPUTING

Fuzzy logic and Fog based Secure Architecture for Internet of Things (FLFSIoT)

(2020) Syed Rameem Zahra et al.   Journal of Ambient Intelligence and Humanized Computing

MQTTset, a New Dataset for Machine Learning Techniques on MQTT

(2020) Ivan Vaccari et al.   SENSORS

Services and simulation frameworks for vehicular cloud computing: a contemporary survey

(2019) Bilal Ahmed et al.   EURASIP Journal on Wireless Communications and Networking

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol

(2019) Hector Alaiz-Moreton et al.   COMPLEXITY

A novel approach to intrusion detection using SVM ensemble with feature augmentation

(2019) Jie Gu et al.   COMPUTERS & SECURITY

Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection

(2019) Mohammad Tubishat et al.   EXPERT SYSTEMS WITH APPLICATIONS

A fuzzy security protocol for trust management in the internet of things (Fuzzy-IoT)

(2018) Mohammad Dahman Alshehri et al.   COMPUTING

Feature selection via a novel chaotic crow search algorithm

(2017) Gehad Ismail Sayed et al.   NEURAL COMPUTING & APPLICATIONS