Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm

• Published in: Journal of parallel and distributed computing Vol. 175; pp. 1 - 21
• Main Authors: Asgharzadeh, Hossein, Ghaffari, Ali, Masdari, Mohammad, Soleimanian Gharehchopogh, Farhad
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.05.2023
• Subjects: Convolutional neural network; Internet of Things; Intrusion detection system; Multi-objective CSA; Multi-objective CSA; Internet of Things; Intrusion detection system; Convolutional neural network
• ISSN: 0743-7315; 1096-0848
• DOI: 10.1016/j.jpdc.2022.12.009

Nowadays, the growth and pervasiveness of Internet of Things (IoT) devices have led to increased attacks by hackers and attackers. On the other hand, using IoT infrastructure in various fields has increased the number of node security breaches, attacks, and anomalies. Therefore, detecting anomalies...