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Original Research
Received: 16 Nov 2023, Accepted: 08 Dec 2023,
 


AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey

Fatimah Alakeel, Rehab Alfallaj, Hanan Alshehri, Ali Almousa.


Abstract
The Internet of Things (IoT) has been considered an innovative integrated solution that opened opportunities for intelligent appliances to communicate over the Internet. However, IoT suffers from various cybersecurity threats because of its openness and the constraints of the used devices that share substantial amounts of classified information. Artificial intelligence (AI) is an effective key technology in solving cybersecurity issues. Cybercriminals are adopting AI techniques to conduct sophisticated attacks on IoT environments. Precise and elusive attacks across various applications have exemplified the deliberate employment of artificial intelligence for malicious intentions. Threat actors are constantly changing and improving their attack strategies with particular emphasis on applying AI-driven techniques in the attack process, called AI-based cybersecurity attacks, which can be used with conventional attack techniques to cause considerable damage. Moreover, AI techniques can be utilized in cyber-attack countermeasures and have proven effective. Unfortunately, these types of attacks and countermeasures have not been investigated enough in the existing literature. This paper surveys the current studies of AI-based cybersecurity attacks and countermeasures in the IoT environment. The aspects captured by this paper highlight future research in this field and will assist in recognizing the power and impact of using AI in cybersecurity, especially in the IoT environment.

Key words: Artificial Intelligence-based attacks, Internet of things (IoT), IoT security, cybersecurity, AI, AI-based cyber-attack, Attacks


 
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How to Cite this Article
Pubmed Style

Alakeel F, Alfallaj R, HA, Almousa A. AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. Journal of Engineering and Applied Sciences. 2023; 10(2): 61-89. doi:10.5455/jeas.2023110105


Web Style

Alakeel F, Alfallaj R, HA, Almousa A. AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. https://jecasmu.org/?mno=177707 [Access: November 10, 2024]. doi:10.5455/jeas.2023110105


AMA (American Medical Association) Style

Alakeel F, Alfallaj R, HA, Almousa A. AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. Journal of Engineering and Applied Sciences. 2023; 10(2): 61-89. doi:10.5455/jeas.2023110105



Vancouver/ICMJE Style

Alakeel F, Alfallaj R, HA, Almousa A. AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. Journal of Engineering and Applied Sciences. (2023), [cited November 10, 2024]; 10(2): 61-89. doi:10.5455/jeas.2023110105



Harvard Style

Alakeel, F., Alfallaj, . R., , . H. A. & Almousa, . A. (2023) AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. Journal of Engineering and Applied Sciences, 10 (2), 61-89. doi:10.5455/jeas.2023110105



Turabian Style

Alakeel, Fatimah, Rehab Alfallaj, Hanan Alshehri, and Ali Almousa. 2023. AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. Journal of Engineering and Applied Sciences, 10 (2), 61-89. doi:10.5455/jeas.2023110105



Chicago Style

Alakeel, Fatimah, Rehab Alfallaj, Hanan Alshehri, and Ali Almousa. "AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey." Journal of Engineering and Applied Sciences 10 (2023), 61-89. doi:10.5455/jeas.2023110105



MLA (The Modern Language Association) Style

Alakeel, Fatimah, Rehab Alfallaj, Hanan Alshehri, and Ali Almousa. "AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey." Journal of Engineering and Applied Sciences 10.2 (2023), 61-89. Print. doi:10.5455/jeas.2023110105



APA (American Psychological Association) Style

Alakeel, F., Alfallaj, . R., , . H. A. & Almousa, . A. (2023) AI-based Cybersecurity Attacks and Countermeasures in IoT Environment: A Survey. Journal of Engineering and Applied Sciences, 10 (2), 61-89. doi:10.5455/jeas.2023110105