A Multi-Stage Classification Approach for IoT Intrusion Detection Based on Clustering with Oversampling

LITNET-2020: An Annotated Real-World Network Flow Dataset for Network Intrusion Detection

(2020) Robertas Damasevicius et al.   Electronics

A Visualized Botnet Detection System Based Deep Learning for the Internet of Things Networks of Smart Cities

(2020) R. Vinayakumar et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Wearable Internet-of-Things platform for human activity recognition and health care

(2020) Asif Iqbal et al.   International Journal of Distributed Sensor Networks

A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions

(2020) Javed Asharf et al.   Electronics

Internet of things for smart farming and frost intelligent control in greenhouses

(2020) Alejandro Castañeda-Miranda et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis

(2020) Raneem Qaddoura et al.   Journal of Ambient Intelligence and Humanized Computing

Intelligent Internet of Things System for Smart Home Optimal Convection

(2020) Adam Zielonka et al.   IEEE Transactions on Industrial Informatics

Internet of Things: A survey on machine learning-based intrusion detection approaches

(2019) Kelton A.P. da Costa et al.   Computer Networks

Towards the development of realistic botnet dataset in the internet of things for network forensic analytics: Bot-IoT dataset

(2019) Nickolaos Koroniotis et al.   Future Generation Computer Systems-The International Journal of eScience

Towards Deep-Learning-Driven Intrusion Detection for the Internet of Things

(2019) Geethapriya Thamilarasu et al.   SENSORS

Machine Learning Based Intrusion Detection Systems for IoT Applications

(2019) Abhishek Verma et al.   WIRELESS PERSONAL COMMUNICATIONS

An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio

(2019) Raneem Qaddoura et al.   International Journal of Machine Learning and Cybernetics

Internet of things in smart education environment: Supportive framework in the decision-making process

(2018) Mohamed Abdel-Basset et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Big data collision: the internet of things, wearable devices and genomics in the study of neurological traits and disease

(2018) Joshua S Talboom et al.   HUMAN MOLECULAR GENETICS

A Detailed Investigation and Analysis of using Machine Learning Techniques for Intrusion Detection

(2018) Preeti Mishra et al.   IEEE Communications Surveys and Tutorials

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

(2018) Alberto Fernandez et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model

(2018) Shadi Aljawarneh et al.   Journal of Computational Science

Internet of Things applications: A systematic review

(2018) Parvaneh Asghari et al.   Computer Networks

Internet of Things (IoT) for Smart Precision Agriculture and Farming in Rural Areas

(2018) Nurzaman Ahmed et al.   IEEE Internet of Things Journal

An approach to develop the smart health using Internet of Things and authentication based on biometric technology

(2018) Hodjat Hamidi   Future Generation Computer Systems-The International Journal of eScience

Feed-forward neural network training using sparse representation

(2018) Jie Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Automata Based Intrusion Detection Method for Internet of Things

(2017) Yulong Fu et al.   Mobile Information Systems

WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks

(2016) Iman Almomani et al.   Journal of Sensors

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY

Optimally splitting cases for training and testing high dimensional classifiers

(2011) Kevin K Dobbin et al.   BMC Medical Genomics