Journal
ARTIFICIAL INTELLIGENCE REVIEW
Volume 55, Issue 2, Pages 1029-1053Publisher
SPRINGER
DOI: 10.1007/s10462-021-09976-0
Keywords
Cyber Security; Artificial Intelligence; Security Methods; Human-in-the-Loop
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Funding
- National Natural Science Foundation of China [61872038]
- Cloud Technology Endowed Professorship
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This paper reviews the applications of artificial intelligence in cybersecurity, such as user access authentication, network situation awareness, dangerous behavior monitoring, and abnormal traffic identification. It also proposes a conceptual human-in-the-loop intelligence cybersecurity model based on identified limitations and challenges.
In recent times, there have been attempts to leverage artificial intelligence (AI) techniques in a broad range of cyber security applications. Therefore, this paper surveys the existing literature (comprising 54 papers mainly published between 2016 and 2020) on the applications of AI in user access authentication, network situation awareness, dangerous behavior monitoring, and abnormal traffic identification. This paper also identifies a number of limitations and challenges, and based on the findings, a conceptual human-in-the-loop intelligence cyber security model is presented.
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