A Real-Time Intrusion Detection System for Bio-Medical and Cyber-Physical Systems

Conference paper

Ajay Kaushik and Raj, S. V. 2022. A Real-Time Intrusion Detection System for Bio-Medical and Cyber-Physical Systems. The 5th International Conference on Research in Humanities. Diamond Scientific Publishing . https://doi.org/10.33422/5th.icrhconf.2022.08.200
AuthorsAjay Kaushik and Raj, S. V.
TypeConference paper
Abstract

The industrial sector has made the shift from embedded systems to cyber-physical systems (CPSs) with the introduction of Industry 4.0 and the Internet of Things (IoT). Manufacturers may now use data collected from on-board sensors to monitor the operation of industrial equipment. Industrial systems may be monitored in this way, and abnormalities can be identified. As the quantity of visible data grows, many firms are forced to explore for new ways to deal with such vast volumes of data. Time detection of intrusion in industrial and commercial data has emerged as essential enablers for satisfying the scientific community’s current expectations for CPSs and bio-medical devices in recent years. Big data technology might be used to build a platform for CPS real-time monitoring at work. This research provides a Bio-medical and CPS-Intrusion Detection System built with Apache Spark (CPS-IDS). Using real-world datasets, the proposed technique is verified. This system’s effectiveness, as well as its suitability and scalability for future demand, are evaluated in a real-world situation. The overall efficiency of the equipment has enhanced as a result of this method.

keywords:

KeywordsArtificial Intelligence; Cyber Security; Cyber Dataset; Machine Learning; IoT
Year2022
ConferenceThe 5th International Conference on Research in Humanities
PublisherDiamond Scientific Publishing
Digital Object Identifier (DOI)https://doi.org/10.33422/5th.icrhconf.2022.08.200
Web address (URL)http://dx.doi.org/10.33422/5th.icrhconf.2022.08.200
https://www.dpublication.com/proceeding/5th-icrhconf/
Journal citationpp. 1-14
ISBN978-609-485-327-2
Web address (URL) of conference proceedingshttps://www.icrhconf.org/#:~:text=Top%20Academic%20Humanities%20Conferences,26%20%2D28%20of%20August%202022.
Output statusPublished
Publication dates26 Aug 2022
Publication process dates
Deposited10 Jul 2024
Permalink -

https://repository.derby.ac.uk/item/q7403/a-real-time-intrusion-detection-system-for-bio-medical-and-cyber-physical-systems

Log in to edit
  • 15
    total views
  • 0
    total downloads
  • 2
    views this month
  • 0
    downloads this month

Export as

Related outputs

A Sign Language Recognition System Using Artificial Intelligence
Dahiya, R., Dwivedi, N., Singh Rathore, A., Kalra, M., Chauhan, P., Ajay Kaushik and Sharma, R. 2024. A Sign Language Recognition System Using Artificial Intelligence. ISBM: World Conference on Information Systems for Business Management. Springer. https://doi.org/10.1007/978-981-99-8612-5_7
Breast Tumor Prediction Using SVM with Rain Fall Optimisation Algorithm
Parashar, K., Ajay Kaushik, Sharma, R. and Aman 2024. Breast Tumor Prediction Using SVM with Rain Fall Optimisation Algorithm. in: So In, C., Londhe, N. D., Bhatt, N. and Kitsing, M. (ed.) Information Systems for Intelligent Systems: Proceedings of ISBM 2023 Singapore Springer. pp. 167-180
An Integrated Web Based and Application Programming Interfaces for Disease Prediction Through Self Diagnosis
Anil Tak, Sarthak Jain, B. N. V. Gnandeep, Mradul, Nikhil Kaushik, Yogendra, Ajay Kaushik, Ritu Sharma and Aman 2024. An Integrated Web Based and Application Programming Interfaces for Disease Prediction Through Self Diagnosis. World Conference on Information Systems for Business Management. Springer. https://doi.org/10.1007/978-981-99-8612-5_8
A novel intrusion detection system for internet of things devices and data
Kaushik, A. and Al-Raweshidy, H. 2023. A novel intrusion detection system for internet of things devices and data. Wireless Networks. 30, pp. 285-294. https://doi.org/10.1007/s11276-023-03435-0
A Hybrid Latency- and Power-Aware Approach for Beyond Fifth-Generation Internet-of-Things Edge Systems
Kaushik, A. and Al-Raweshidy, H. 2022. A Hybrid Latency- and Power-Aware Approach for Beyond Fifth-Generation Internet-of-Things Edge Systems. IEEE Access. 10, pp. 87974 - 87989. https://doi.org/10.1109/access.2022.3200035
Post Quantum Public and Private Key Cryptography Optimized for IoT Security
Ajay Kaushik, Lakshmi Sai Srikar Vadlamani, Mohammed Mohsin Hussain, Milind Sahay, Rahul Singh, Ananya Komal Singh, S. Indu, Puneet Goswami and Nalliyanna Goundar Veerappan Kousik 2022. Post Quantum Public and Private Key Cryptography Optimized for IoT Security. Wireless Personal Communications. 129, pp. 893-909. https://doi.org/10.1007/s11277-022-10162-w
Loki: A Lightweight LWE Method with Rogue Bits for Quantum Security in IoT Devices
Rahul Singh, Mohammed Mohsin Hussain, Milind Sahay, S. Indu, Ajay Kaushik and Alok Kumar Singh 2020. Loki: A Lightweight LWE Method with Rogue Bits for Quantum Security in IoT Devices. International Conference on Information and Communication Technology for Intelligent Systems. Springer. https://doi.org/10.1007/978-981-15-7062-9_54
A Binary PSO Approach for Improving the Performance of Wireless Sensor Networks
Ajay Kaushik, Goswami, M., Manuja, M., Sreedevi, I. and Gupta, D. 2020. A Binary PSO Approach for Improving the Performance of Wireless Sensor Networks. Wireless Personal Communications. 113, pp. 263-297. https://doi.org/10.1007/s11277-020-07188-3
A Grey Wolf Optimization Based Algorithm for Optimum Camera Placement
Kaushik, A., Indu, S. and Gupta, D. 2019. A Grey Wolf Optimization Based Algorithm for Optimum Camera Placement. Wireless Personal Communications. 105, pp. 1143-1167. https://doi.org/10.1007/s11277-019-06140-4
Adaptive Mobile Sink for Energy Efficient WSN Using Biogeography-Based Optimization
Ajay Kaushik, Indu, S. and Gupta, D. 2019. Adaptive Mobile Sink for Energy Efficient WSN Using Biogeography-Based Optimization. International Journal of Mobile Computing and Multimedia Communications. 10 (3), pp. 1-22. https://doi.org/10.4018/ijmcmc.2019070101
A Grey Wolf Optimization Approach for Improving the Performance of Wireless Sensor Networks
Kaushik, A., Indu, S. and Gupta, D. 2019. A Grey Wolf Optimization Approach for Improving the Performance of Wireless Sensor Networks. Wireless Personal Communications. 106, pp. 1429-1449. https://doi.org/10.1007/s11277-019-06223-2
A Self-Configurable Event Coverage Approach for Wireless Sensor Networks
Ajay Kaushik, Yakkali, R. T., Indu, S., Ahmed, F., Gupta, D., Nayar, R. and Yadav, S. 2019. A Self-Configurable Event Coverage Approach for Wireless Sensor Networks. International Journal of Mobile Computing and Multimedia Communications. 10 (2), pp. 1-18. https://doi.org/10.4018/ijmcmc.2019040101
Nature-Inspired Algorithms in Wireless Sensor Networks
Ajay Kaushik, Indu, S. and Gupta, D. 2019. Nature-Inspired Algorithms in Wireless Sensor Networks. in: Banati, H., Mehta, S. and Kaur, P. (ed.) Nature-Inspired Algorithms for Big Data Frameworks Hershey, Pennsylvania IGI Global. pp. 75-92
Optimizing and Enhancing the Lifetime of a Wireless Sensor Network Using Biogeography Based Optimization
Ajay Kaushik, Indu, S. and Gupta, D. 2018. Optimizing and Enhancing the Lifetime of a Wireless Sensor Network Using Biogeography Based Optimization. Applications of Computing and Communication Technologies First International Conference, ICACCT 2018. Springer. https://doi.org/10.1007/978-981-13-2035-4_23
A novel load balanced energy conservation approach in WSN using biogeography based optimization
Ajay Kaushik, Indu, S. and Gupta, D. 2017. A novel load balanced energy conservation approach in WSN using biogeography based optimization. THE 2ND INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND SMART MATERIALS: ICEESM 2017. AIP Publishing. https://doi.org/10.1063/1.5002507
Technology transfer: enablers and barriers - a review
Ajay Kaushik, Kumar, S., Luthra, S. and Haleem, A. 2014. Technology transfer: enablers and barriers - a review. International Journal of Technology, Policy and Management. 14 (2), pp. 133-159. https://doi.org/10.1504/ijtpm.2014.060152