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Title: :  A Novel Method for Intrusion Detection in Autonomous Distributed IoT Systems Utilise Stochastic Petri Net Modeling
PaperId: :  25548
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 6 2024
DUI:    16.0415/IJARIIE-25548
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr. Darshan K RevankarAlva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
Mr. Pradeep NayakAlva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
Mr. Gautham P KiniAlva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
Mr. Yashash Raj C GAlva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.
Ms. Dikshita Devadiga Alva's Institute Of Engineering & Technology, Shobavana Campus,Mijar, Manglore, D.K.

Abstract

Computer Engineering
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.
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.

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IJARIIE 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 Volume 10 Issue 6 2024 Page 1999-2005
MLA 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 10.6(2024) : 1999-2005.
APA Mr. Darshan K Revankar, Mr. Pradeep Nayak, Mr. Gautham P Kini, Mr. Yashash Raj C G, & Ms. Dikshita Devadiga . (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.
Chicago 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 10, no. 6 (2024) : 1999-2005.
Oxford 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, 2024, p. 1999-2005. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Novel_Method_for_Intrusion_Detection_in_Autonomous_Distributed_IoT_Systems_Utilise_Stochastic_Petri_Net_Modeling_ijariie25548.pdf (Accessed : ).
Harvard Mr. Darshan K Revankar, Mr. Pradeep Nayak, Mr. Gautham P Kini, Mr. Yashash Raj C G, and Ms. Dikshita Devadiga . (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. 1999-2005IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Novel_Method_for_Intrusion_Detection_in_Autonomous_Distributed_IoT_Systems_Utilise_Stochastic_Petri_Net_Modeling_ijariie25548.pdf (Accessed : )
IEEE 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, Nov-Dec 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Novel_Method_for_Intrusion_Detection_in_Autonomous_Distributed_IoT_Systems_Utilise_Stochastic_Petri_Net_Modeling_ijariie25548.pdf [Accessed : ].
Turabian 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 [Online]. volume 10 number 6 ().
Vancouver 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 [Internet]. 2024 [Cited : ]; 10(6) : 1999-2005. Available from: https://ijariie.com/AdminUploadPdf/A_Novel_Method_for_Intrusion_Detection_in_Autonomous_Distributed_IoT_Systems_Utilise_Stochastic_Petri_Net_Modeling_ijariie25548.pdf
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