Swarm intelligence inspired intrusion detection systems—a systematic literature review

MH Nasir, SA Khan, MM Khan, M Fatima - Computer Networks, 2022 - Elsevier
Abstract An Intrusion Detection System (IDS) is one of the fundamental building blocks in
securing a network. A huge number of techniques have been proposed and implemented to …

A systematic review on hybrid intrusion detection system

EM Maseno, Z Wang, H Xing - Security and Communication …, 2022 - Wiley Online Library
As computer networks keep growing at a high rate, achieving confidentiality, integrity, and
availability of the information system is essential. Intrusion detection systems (IDSs) have …

Hybrid approach to intrusion detection in fog-based IoT environments

CA De Souza, CB Westphall, RB Machado… - Computer Networks, 2020 - Elsevier
Abstract In the Internet of Things (IoT) systems, information of various kinds is continuously
captured, processed, and transmitted by systems generally interconnected by the Internet …

[HTML][HTML] A one-dimensional convolutional neural network (1D-CNN) based deep learning system for network intrusion detection

EUH Qazi, A Almorjan, T Zia - Applied Sciences, 2022 - mdpi.com
The connectivity of devices through the internet plays a remarkable role in our daily lives.
Many network-based applications are utilized in different domains, eg, health care, smart …

[HTML][HTML] Securing IoT and SDN systems using deep-learning based automatic intrusion detection

RA Elsayed, RA Hamada, MI Abdalla… - Ain Shams Engineering …, 2023 - Elsevier
Abstract Both Internet of Things (IoT) and Software Defined Networks (SDN) have a major
role in increasing efficiency and productivity for smart cities. Despite that, they face potential …

[PDF][PDF] Development of PCCNN-based network intrusion detection system for EDGE computing.

MA Haq, MA Rahim Khan… - Computers, Materials & …, 2022 - cdn.techscience.cn
Intrusion Detection System (IDS) plays a crucial role in detecting and identifying the DoS
and DDoS type of attacks on IoT devices. However, anomaly-based techniques do not …

A two-layer fog-cloud intrusion detection model for IoT networks

S Roy, J Li, Y Bai - Internet of Things, 2022 - Elsevier
Abstract The Internet of Things (IoT) and its applications are becoming ubiquitous in our life.
However, the open deployment environment and the limited resources of IoT devices make …

[HTML][HTML] Optimizing filter-based feature selection method flow for intrusion detection system

MA Siddiqi, W Pak - Electronics, 2020 - mdpi.com
In recent times, with the advancement in technology and revolution in digital information,
networks generate massive amounts of data. Due to the massive and rapid transmission of …

Intrusion detection using deep neural network with antirectifier layer

R Lohiya, A Thakkar - … and Communication Networks: Proceedings of ACN …, 2021 - Springer
Data security is regarded to be one of the crucial challenges in this fast-growing internet
world. Data generated through internet is exposed to various types of vulnerabilities and …

[PDF][PDF] Deep learning approaches for intrusion detection

AA Salih, SY Ameen, SR Zeebaree… - Asian Journal of …, 2021 - academia.edu
Recently, computer networks faced a big challenge, which is that various malicious attacks
are growing daily. Intrusion detection is one of the leading research problems in network …