A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling

Mr. Darshan K Revankar; Mr. Pradeep Nayak; Mr. Gautham P Kini; Mr. Yashash Raj C G; Ms. Dikshita Devadiga

A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling

December 2024

Vol-10, Issue-6

Paper ID: 25548

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

The integration of an Intrusion Detection System (IDS) in Autonomous Distributed IoT Systems (ADIoTS) enhances cybersecurity focusing on insider attacks Byzantine failures and energy efficiency. A Stochastic Petri Net (SPN) model along with a collaborative security framework and voting system ensures anomaly detection system longevity and cybersecurity resilience.

Abstract

The integration of an Intrusion Detection System (IDS) in Autonomous Distributed IoT Systems (ADIoTS) plays a crucial role in enhancing cybersecurity by addressing challenges such as insider attacks, Byzantine failures, and energy efficiency. This research proposes a Stochastic Petri Net (SPN) model to simulate and evaluate the system’s performance. A collaborative security framework, supported by a voting system, is introduced to improve anomaly detection and system longevity. The proposed approach ensures a robust and resilient IoT environment, enhancing the overall cybersecurity posture while maintaining efficiency and reliability in distributed autonomous systems.

License

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Author Information

#	Name	Institute / Affiliation
1	Mr. Darshan K Revankar	Alva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
2	Mr. Pradeep Nayak	Alva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
3	Mr. Gautham P Kini	Alva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
4	Mr. Yashash Raj C G	Alva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
5	Ms. Dikshita Devadiga	Alva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.

How to Cite

Use the following formats to cite this article in your research.

APA Style

Revankar, Mr. Darshan K, Nayak, Mr. Pradeep, Kini, Mr. Gautham P, G, Mr. Yashash Raj C, & Devadiga, Ms. Dikshita (2024). A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling. International Journal of Advance Research and Innovative Ideas In Education, 10(6), 1999-2005.

MLA Style

Revankar, Mr. Darshan K, et al. "A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 6, 2024, pp. 1999-2005.

IEEE Style

Mr. Darshan K Revankar, Mr. Pradeep Nayak, Mr. Gautham P Kini, Mr. Yashash Raj C G, and Ms. Dikshita Devadiga, "A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 6, pp. 1999-2005, 2024.

Vancouver Style

Revankar Mr. Darshan K, Nayak Mr. Pradeep, Kini Mr. Gautham P, G Mr. Yashash Raj C, Devadiga Ms. Dikshita. A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(6):1999-2005.

Harvard Style

Revankar, Mr. Darshan K, Nayak, Mr. Pradeep, Kini, Mr. Gautham P, G, Mr. Yashash Raj C, & Devadiga, Ms. Dikshita (2024) 'A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling', International Journal of Advance Research and Innovative Ideas In Education, 10(6), pp. 1999-2005.

Chicago Style

Revankar, Mr. Darshan K, et al. "A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling." International Journal of Advance Research and Innovative Ideas In Education 10, no. 6 (2024): 1999-2005.

Turabian Style

Revankar, Mr. Darshan K, et al. "A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling." International Journal of Advance Research and Innovative Ideas In Education 10, no. 6 (2024): 1999-2005.