Modeling of Bayesian machine learning with sparrow search algorithm for cyberattack detection in IIoT environment
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-79632-4
Abstract: With the fast-growing interconnection of smart technologies, the Industrial Internet of Things (IIoT) has revolutionized how industries work by connecting devices and sensors and automating regular operations via the Internet of Things (IoTs). IoT devices… read more here.
Keywords: detection; sparrow search; machine learning; iiot ... See more keywords
Adoption of Blockchain With 5G Networks for Industrial IoT: Recent Advances, Challenges, and Potential Solutions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3138754
Abstract: It has been proven that Internet of Things (IoT) platforms can improve the performance and efficiency of a wide range of processes. With the acceptance of IoT as a major part of the technology of… read more here.
Keywords: blockchain; iiot; adoption blockchain; potential solutions ... See more keywords
Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3165809
Abstract: In this paper, we propose a new comprehensive realistic cyber security dataset of IoT and IIoT applications, called Edge-IIoTset, which can be used by machine learning-based intrusion detection systems in two different modes, namely, centralized… read more here.
Keywords: iot iiot; realistic cyber; security dataset; iiot ... See more keywords
Industrial Internet of Things: Requirements, Architecture, Challenges, and Future Research Directions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3185049
Abstract: Industry 4.0 relates to the digital revolution of manufacturing and other sectors, such as retail, distribution, oil and gas, and infrastructure. Meanwhile, the Industrial Internet of Things (IIoT) is a technological advancement that leads to… read more here.
Keywords: iiot; industrial internet; industry; internet things ... See more keywords
A Novel QoS-Aware Multi-Connectivity Scheme for Wireless IIoT
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3210340
Abstract: Wireless technology is envisioned to be a major enabler of flexible industrial deployments, allowing agile installations and mobility of production elements. However, for industrial IoT (IIoT) use-cases, reliability and service availability remain as key concerns… read more here.
Keywords: wireless; aware multi; iiot; novel qos ... See more keywords
Critical Data Detection for Dynamically Adjustable Product Quality in IIoT-Enabled Manufacturing
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3276942
Abstract: The IIoT technologies, due to the widespread use of sensors, generate massive data that are key in providing innovative and efficient industrial management, operation, and product quality control processes. The significance of data has prompted… read more here.
Keywords: quality; manufacturing; iiot; critical data ... See more keywords
GDRNet: A Deep Learning Framework for Dynamic Sliding Window Determination and Improved Prediction Accuracy in Online IIoT Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3634671
Abstract: The application of machine learning (ML) on IoT data is pivotal for developing intelligent industrial systems. This involves using a sliding window to extract time slices for ML prediction models. Existing methods rely on empirical,… read more here.
Keywords: deep learning; prediction accuracy; sliding window; iiot ... See more keywords
New Security Mechanisms of High-Reliability IoT Communication Based on Radio Frequency Fingerprint
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2019.2913627
Abstract: Nowadays, the serious security threat of industrial control system and sensors has become a major challenge with the rapid development of Industrial Internet of Things (IIoT). Man-in-the-middle (MITM) attack is a very common intrusion method,… read more here.
Keywords: high reliability; iiot; security; access authentication ... See more keywords
Deep-Reinforcement-Learning-Based Spectrum Resource Management for Industrial Internet of Things
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3022861
Abstract: The Industrial Internet of Things (IIoT) has attracted tremendous interest from both industry and academia as it can significantly improve production efficiency and system intelligence. However, with the explosive growth of various types of user… read more here.
Keywords: spectrum resource; internet things; iiot; resource management ... See more keywords
Scalable and Revocable Attribute-Based Data Sharing With Short Revocation List for IIoT
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3220980
Abstract: The cooperative works between connected smart devices in the Industrial Internet of Things (IIoT) have greatly made the growth in productivity and economics for the conventional industry. However, due to the introduction of the communication… read more here.
Keywords: data sharing; short revocation; revocation; revocation list ... See more keywords
Deep AI-Powered Cyber Threat Analysis in IIoT
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3229722
Abstract: Distributed Industrial Internet of Things (IIoT) has entirely revolutionized the industrial sector that varies from autonomous industrial processes to automation of processes without human intervention. However, threat hunting and intelligence is the most complex task… read more here.
Keywords: iiot; threat; cyber threat; threat analysis ... See more keywords