A novel intrusion detection system based on a hybrid quantum support vector machine and improved Grey Wolf optimizer
EI Elsedimy, H Elhadidy, SMM Abohashish - Cluster Computing, 2024 - Springer
Abstract The Internet of Things (IoT) has grown significantly in recent years, allowing devices
with sensors to share data via the internet. Despite the growing popularity of IoT devices …
with sensors to share data via the internet. Despite the growing popularity of IoT devices …
Deep learning based attack detection in IIoT using two-level intrusion detection system
Abstract The Industrial Internet of Things (IIoT), also known as Industry 4.0, has brought a
revolution in the production and manufacturing sectors as it assists in the automation of …
revolution in the production and manufacturing sectors as it assists in the automation of …
Attack Detection and Mitigation in Industrial IoT: An Optimized Ensemble Approach
BB Behera, RK Mohanty, BK Pattanayak - Specialusis Ugdymas, 2022 - sumc.lt
The following four primary steps (a) pre-processing,(b) feature extraction,(c) attack detection,
and (d) attack mitigation) are used to create a unique IIOT attack detection and mitigation …
and (d) attack mitigation) are used to create a unique IIOT attack detection and mitigation …
Detection of Attacks using Attention-based Conv-LSTM and Bi-LSTM in Industrial Internet of Things
DS Misbha - 2022 International Conference on Automation …, 2022 - ieeexplore.ieee.org
This research work proposes an attack detection algorithm for the industrial internet of things
(IIoT) which uses an attention-based Conv-LSTM and Bidirectional Long short-term memory …
(IIoT) which uses an attention-based Conv-LSTM and Bidirectional Long short-term memory …
Echo-guard: Acoustic-based anomaly detection system for smart manufacturing environments
Abstract The Industrial Internet of Things (IIoT) provides intelligence to industrial systems by
linking sensors and devices with computer systems and software. However, it also increases …
linking sensors and devices with computer systems and software. However, it also increases …
Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics
Considering the robustness and accuracy of conventional intrusion detection models are
easily influenced by adversarial attacks, this work proposes an anti-attack intrusion detection …
easily influenced by adversarial attacks, this work proposes an anti-attack intrusion detection …
[PDF][PDF] A Novel Approach for Network Vulnerability Analysis in IIoT.
K Sudhakar, S Senthilkumar - Computer Systems Science & …, 2023 - cdn.techscience.cn
Industrial Internet of Things (IIoT) offers efficient communication among business partners
and customers. With an enlargement of IoT tools connected through the internet, the ability …
and customers. With an enlargement of IoT tools connected through the internet, the ability …
Autoencoders and AutoML for intrusion detection
AF Glavan, V Croitoru - 2023 15th International Conference on …, 2023 - ieeexplore.ieee.org
Industrial internet of things and operational technology (IIoT/OT) lead the edge use case
implementations. 5G and multi-access edge computing (MEC) offer the means to implement …
implementations. 5G and multi-access edge computing (MEC) offer the means to implement …
A Review of Anomaly Intrusion Detection Systems in IoT using Deep Learning Techniques
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 …
demands a higher security effort due to its vulnerabilities. A number of studies have …
[PDF][PDF] Zero-day Network Intrusion Detection using Machine Learning Approach
N Alam, M Ahmed - no. April, 2023 - researchgate.net
Zero-day network attacks are a growing global cybersecurity concern. Hackers exploit
vulnerabilities in network systems, making network traffic analysis crucial in detecting and …
vulnerabilities in network systems, making network traffic analysis crucial in detecting and …