An Intrusion Detection System Based on HiTar-2024 Dataset Generation from LOG Files for Smart Industrial Internet-of-Things Environment
Source abstract
Abstract
The increasing adoption of Industrial Internet of Things (IIoT) systems in smart manufacturing is leading to raise cyberattack numbers and pressing the requirement for intrusion detection systems (IDS) to be effective. Howeve... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Network Security and Intrusion Detection
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (31)
Show source-provided references
1. Industry 4.0: state of the art and future trends10.1080/00207543.2018.1444806 ↗
2. Ustundag · Industry 4.0: managing the digital transformation · 2018
3. Analysis of 2019 LockerGoga cyber-attack to Norsk Hydro multinational company and its countermeasures
4. Wali · Advances in model and data engineering in the digitalization era. MEDI 2023. Communications in computer and information science · 2024 · 2071 · 210
5. A blockchain-based architecture for securing industrial IoTs data in electric smart grid
6. Smart contract-based access control framework for Internet of Things devices10.3390/computers12110240 ↗
7. PrivySharing: a blockchain-based framework for privacy-preserving and secure data sharing in smart cities10.1016/j.cose.2019.101653 ↗
8. Ether-IoT: a realtime lightweight and scalable blockchain-enabled cache algorithm for IoT access control
9. Applications of machine learning in cyber security: a review10.3390/jcp4040045 ↗
10. A review on cyber security datasets for machine learning algorithms
11. A survey on machine learning techniques for cyber security in the last decade10.1109/ACCESS.2020.3041951 ↗
12. Cyber attack detection dataset: a review
13. An analysis of the KDD99 and UNSW-NB15 datasets for the intrusion detection system10.3390/sym12101666 ↗
14. A comprehensive survey on IoT attacks: taxonomy, detection mechanisms and challenges
15. Machine learning-based intrusion detection system against routing attacks in the Internet of Things
16. Lippmann · 2000 Jan 25–27 · 2000 · 12
17. A detailed investigation and analysis of using machine learning techniques for intrusion detection10.1109/COMST.2018.2847722 ↗
18. A detailed analysis of the KDD CUP 99 data set
19. Toward generating a new intrusion detection dataset and intrusion traffic characterization
20. Bezerra · Anais do XVIII Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg 2018). Brasil. Sociedade Brasileira de Computação—SBC · 2018 · 15
21. A supervised intrusion detection system for smart home IoT devices10.1109/JIOT.2019.2926365 ↗
22. TON_IoT telemetry dataset: a new generation dataset of IoT and IIoT for data-driven intrusion detection systems10.1109/ACCESS.2020.3022862 ↗
23. Garcia S, Parmisano A, Erquiaga MJ. IoT-23: a labelled dataset with malicious and benign IoT network traffic (Version 1.0.0). Zenodo. 2020. doi:10.5281/zenodo.4743746.
24. Generating network intrusion detection dataset based on real and encrypted synthetic attack traffic10.3390/app11177868 ↗
25. Edge-IIoTset: a new comprehensive realistic cyber security dataset of IoT and IIoT applications for centralized and federated learning10.1109/ACCESS.2022.3165809 ↗
26. Dataset generation framework for evaluation of IoT linux host-based intrusion detection systems
27. CICIoT2023: a real-time dataset and benchmark for large-scale attacks in IoT environment10.3390/s23135941 ↗
28. IoTBoT-IDS: a novel statistical learning-enabled botnet detection framework for protecting networks of smart cities10.1016/j.scs.2021.103041 ↗
29. Laboratory of industrial and human automation control, mechanical engineering and computer science (LAMIH) [cited 2024 Apr 20]. Available from: http://www.uphf.fr/lamih/.
30. Arezzo-flexible manufacturing system: a generic flexible manufacturing system shop floor emulator approach for high-level control virtual commissioning10.1177/1063293X15591609 ↗
31. The HiTar-23 dataset construction and validation for securing industrial Internet of Things environment