The rise of the Internet of things (IoT) provides an intelligent environment. However, it demands a higher security effort due to its vulnerabilities. A number of studies have emphasized the area of anomaly intrusion detection and its use in various types of applications. The development of a ...
et al. Federated transfer learning for intrusion detection system in industrial iot 4.0. Multimed Tools Appl 83, 57913–57941 (2024). https://doi.org/10.1007/s11042-024-18379-6 Download citation Received14 November 2023 Revised11 January 2024 Accepted16 January 2024 Published16 February 2024 ...
Intrusion detection systemGame modelWith the acceleration of the Internet of things (IoT) construction, the security and energy consumption of IoT will become an import factor restricting the overall development of the IoT. In order to reduce the energy consumption of the IoT heterogeneous perceptual...
An intrusion detection system (IDS) is a security mechanism that works mainly in the network layer of an IoT system. An IDS deployed for an IoT system should be able to analyze packets of data and generate responses in real time, analyze data packets in different layers of the IoT network ...
A deepanalysis of nature-inspired and meta-heuristic algorithms for designing intrusion detection systems in cloud/edge and IoT: state-of-the-art technique... number of cloud-, edge-, and Internet of Things (IoT)-based applications that produce sensitive and personal data has rapidly increased ...
In response to these challenges, our study proposes an ensemble learning approach that utilizes bagging to enhance intrusion detection systems in IoT environments. By integrating the strengths of Deep Neural Networks (DNNs) and Convolutional Neural Networks (CNNs), we aim to leverage their unique ...
Additionally, IoT attacks, distributed denial of service (DDoS) campaigns, targeted ransomware, advanced phishing campaigns, and attacks targeting containers and cloud services were prevalent in 2019. 1.1. Intrusion detection system (IDS) Furthermore, cloud services are divided into three main categories...
Towards Resource-Efficient DDoS Detection in IoT: Leveraging Feature Engineering of System and Network Usage Metrics The Internet of Things (IoT) is omnipresent, exposing a large number of devices that often lack security controls to the public Internet. In the modern wor... N Gavric,GP Bhandari...
The Internet of Things (IoT) is one of the main research fields in the Cybersecurity domain. This is due to (a) the increased dependency on automated device, and (b) the inadequacy of general-purpose Intrusion Detection Systems (IDS) to be...
Critical role of Internet of Things (IoT) in various domains like smart city, healthcare, supply chain and transportation has made them the target of malicious attacks. Past works in this area focused on centralized Intrusion Detection System (IDS), assuming the existence of a central entity to...