IntelliGuard: Protecting IoT from AI-driven Cyber Attacks

Authors

  • Mrs. Rashmi Pandey  Department of Computer Science, ITM Gwalior, Madhya Pradesh, India
  • Ayush Sharma  Department of Computer Science, ITM Gwalior, Madhya Pradesh, India
  • Devansh Kulshrestha  Department of Computer Science, ITM Gwalior, Madhya Pradesh, India
  • Devraj Singh Tomar  Department of Computer Science, ITM Gwalior, Madhya Pradesh, India
  • Dhwaj Sharma  Department of Computer Science, ITM Gwalior, Madhya Pradesh, India

DOI:

https://doi.org/10.32628/CSEIT2390388

Keywords:

Internet of things, IOT, Artificial Intelligence, Cyber Attacks, Security

Abstract

AI is the science and engineering concerned with the computational understanding of intelligent behaviour and the creation of intelligent machines. The Internet of Things (IoT) describes the network of physical objects— “things”—that are embedded with sensors, software, and other technologies for the purpose of connecting and exchanging data with other devices and systems over the internet. This paper explores the relationship between Artificial Intelligence (AI) and the Internet of Things (IoT), and the role of AI in securing IoT devices. The paper defines AI as the science of creating intelligent machines that can perform tasks that require human intelligence, while IoT is a network of physical objects embedded with sensors, software, and other technologies that can communicate and exchange data with other devices and systems over the internet. The paper discusses how AI can extract meaningful patterns from the data generated by IoT devices and make decisions based on that data, leading to new and innovative solutions that can improve people's lives and transform industries. The paper also emphasizes the vulnerability of IoT devices to cyberattacks and highlights the importance of AI approaches, such as machine learning, support vec0tor machines, and neural networks, in identifying threats and potential attacks. Overall, this paper concludes that AI plays a crucial role in securing IoT devices and enabling the IoT to reach its full potential.

References

  1. Murat Kuzlu · Corinne Fair · Ozgur Guler- Role of Artifcial Intelligence in the Internet of Things (IoT) cybersecurity https://link.springer.com/article/10.1007/s43926-020-00001-4
  2. DINESH DAMOR- IoT Security Threats and Solutions IoT Security Threats and Solutions (einfochips.com)
  3. Ben Pilkington- Using AI to Reduce Iot Vulnerabilityhttps://www.azom.com/article.aspx?ArticleID=21271#:~:text=AI%20Helps%20Cy
  4. Mujaheed Abdullahi ,ORCID,Yahia Baashar ,ORCID,Hitham Alhussian ,Ayed Alwadain ,Norshakirah Aziz ,Luiz Fernando Capretz ORCID andSaid Jadid Abdulkadir -Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review https://www.mdpi.com/2079-9292/11/2/198
  5. Eddie Sega -The Impact of AI on Cybersecurity https://www.computer.org/publications/tech-news/trends/the-impact-of-ai-on-cybersecurity
  6. Zhibo Zhang; Hussam Al Hamadi; Ernesto Damiani; Chan Yeob Yeun; Fatma Taher -Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research https://ieeexplore.ieee.org/document/9875264
  7. G Yashodha ,P R Pameela Rani ,A Lavanya and Sathyavathy -Role of Artificial Intelligence in the Internet of Things – A Review https://iopscience.iop.org/article/10.1088/1757-899X/1055/1/012090/pdf
  8. Jamie Grogan-What’s the place of AI in Cybersecurity? https://www.reach-velocity.ai/post/what-s-the-place-of-ai-in-cybersecurity
  9. The role of Artificial Intelligence in Internet of Things https://www.geeksforgeeks.org/the-role-of-artificial-intelligence-in-internet-of-things/
  10. Temechu G. Zewdie, Anteneh Girma -IOT Security and the Role of AI/ML to Combat Emerging Cyber Threats in Cloud Computing Environment https://www.nist.gov/system/files/documents/2020/07/13/Temechu-IoT%20Security%20_%20Final.pdf
  11. Ashish Ghosh∗, Debasrita Chakraborty, Anwesha Law -Artificial Intelligence in Internet of Things https://www.researchgate.net/publication/328223360_Artificial_Intelligence_in_Internet_of_Things
  12. Role of Artificial Intelligence in the Internet of Things (IoT) cybersecurity https://link.springer.com/article/10.1007/s43926-020-00001-4
  13. Tom Nolle -AI and IoT: How do the internet of things and AI work together? https://www.techtarget.com/iotagenda/tip/AI-and-IoT-How-do-the-internet-of-things-and-AI-work-together
  14. https://www.oracle.com/in/internet-of-things/what-is-iot/
  15. https://www.tandfonline.com/doi/full/10.1080/08839514.2022.2037254
  16. https://www.nist.gov/system/files/documents/2020/07/13/Temechu-IoT%20Security%20_%20Final.pdf
  17. https://www.studytonight.com/post/artificial-intelligence-vs-machine-learning-vs-deep-learning
  18. https://www.tutorialspoint.com/artificial_intelligence/index.htm
  19. https://www.javatpoint.com/artificial-intelligence-ai
  20. https://www.javatpoint.com/iot-internet-of-things
  21. https://www.tutorialspoint.com/internet_of_things/index.htm\
  22. https://www.studytonight.com/post/internet-of-things-iot-security-4-critical-challenges
  23. AIoT = Artificial Intelligence of Things — How #AI and #Automation connect with #IoT: http://bit.ly/2Hr6pTC #BigData #DataScience #MachineLearning #MachineIntelligence #PredictiveAnalytics #EdgeAnalytics #IIoT #Industry40 #DigitalTransformation Graphic: http://cortexlogic.com/aiiot/ https://t.co/nbkw2hlzsB (in-two.com)

Downloads

Published

2023-06-30

Issue

Section

Research Articles

How to Cite

[1]
Mrs. Rashmi Pandey, Ayush Sharma, Devansh Kulshrestha, Devraj Singh Tomar, Dhwaj Sharma, " IntelliGuard: Protecting IoT from AI-driven Cyber Attacks" International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 9, Issue 3, pp.389-397, May-June-2023. Available at doi : https://doi.org/10.32628/CSEIT2390388