A Study on Classification and Integration of Research on Both AI and Security in the IoT Era

Ryoichi Sasaki; Tomoko Kaneko; Nobukazu Yoshioka

doi:10.1007/978-981-33-6385-4_5

A Study on Classification and Integration of Research on Both AI and Security in the IoT Era

Ryoichi Sasaki^*, Tomoko Kaneko, Nobukazu Yoshioka

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

With the arrival of the Internet of Things era, research combining AI and security is increasing. Because there are various types of research on both AI and security, the authors examined the classification of this research. There are four types of research related to both AI and security: (a) attacks using AI, (b) attacks by AI, (c) attacks on AI, and (d) security measures using AI. The research status and issues for each type were clarified. To realize highly secure measures using AI, we proposed combining the measures using AI with the three types of attacks to create a counter-measure that anticipates future attacks.

Original language	English
Title of host publication	Information Science and Applications - Proceedings of ICISA 2020
Editors	Hyuncheol Kim, Kuinam J. Kim, Suhyun Park
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	43-52
Number of pages	10
ISBN (Print)	9789813363847
DOIs	https://doi.org/10.1007/978-981-33-6385-4_5
Publication status	Published - 2021
Externally published	Yes
Event	iCatse International Conference on Information Science and Applications, ICISA 2020 - Busan, Korea, Republic of Duration: 2020 Dec 16 → 2020 Dec 18

Publication series

Name	Lecture Notes in Electrical Engineering
Volume	739 LNEE
ISSN (Print)	1876-1100
ISSN (Electronic)	1876-1119

Conference

Conference	iCatse International Conference on Information Science and Applications, ICISA 2020
Country/Territory	Korea, Republic of
City	Busan
Period	20/12/16 → 20/12/18

Keywords

AI
Integrated research
IoT
Machine learning
Security

ASJC Scopus subject areas

Industrial and Manufacturing Engineering

Access to Document

10.1007/978-981-33-6385-4_5

Cite this

Sasaki, R., Kaneko, T., & Yoshioka, N. (2021). A Study on Classification and Integration of Research on Both AI and Security in the IoT Era. In H. Kim, K. J. Kim, & S. Park (Eds.), Information Science and Applications - Proceedings of ICISA 2020 (pp. 43-52). (Lecture Notes in Electrical Engineering; Vol. 739 LNEE). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-33-6385-4_5

A Study on Classification and Integration of Research on Both AI and Security in the IoT Era. / Sasaki, Ryoichi; Kaneko, Tomoko; Yoshioka, Nobukazu.
Information Science and Applications - Proceedings of ICISA 2020. ed. / Hyuncheol Kim; Kuinam J. Kim; Suhyun Park. Springer Science and Business Media Deutschland GmbH, 2021. p. 43-52 (Lecture Notes in Electrical Engineering; Vol. 739 LNEE).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sasaki, R, Kaneko, T & Yoshioka, N 2021, A Study on Classification and Integration of Research on Both AI and Security in the IoT Era. in H Kim, KJ Kim & S Park (eds), Information Science and Applications - Proceedings of ICISA 2020. Lecture Notes in Electrical Engineering, vol. 739 LNEE, Springer Science and Business Media Deutschland GmbH, pp. 43-52, iCatse International Conference on Information Science and Applications, ICISA 2020, Busan, Korea, Republic of, 20/12/16. https://doi.org/10.1007/978-981-33-6385-4_5

Sasaki R, Kaneko T, Yoshioka N. A Study on Classification and Integration of Research on Both AI and Security in the IoT Era. In Kim H, Kim KJ, Park S, editors, Information Science and Applications - Proceedings of ICISA 2020. Springer Science and Business Media Deutschland GmbH. 2021. p. 43-52. (Lecture Notes in Electrical Engineering). doi: 10.1007/978-981-33-6385-4_5

Sasaki, Ryoichi ; Kaneko, Tomoko ; Yoshioka, Nobukazu. / A Study on Classification and Integration of Research on Both AI and Security in the IoT Era. Information Science and Applications - Proceedings of ICISA 2020. editor / Hyuncheol Kim ; Kuinam J. Kim ; Suhyun Park. Springer Science and Business Media Deutschland GmbH, 2021. pp. 43-52 (Lecture Notes in Electrical Engineering).

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abstract = "With the arrival of the Internet of Things era, research combining AI and security is increasing. Because there are various types of research on both AI and security, the authors examined the classification of this research. There are four types of research related to both AI and security: (a) attacks using AI, (b) attacks by AI, (c) attacks on AI, and (d) security measures using AI. The research status and issues for each type were clarified. To realize highly secure measures using AI, we proposed combining the measures using AI with the three types of attacks to create a counter-measure that anticipates future attacks.",

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note = "Funding Information: Acknowledgements This research was mainly conducted with the support of the Ministry of Education, Culture, Sports, Science and Technology as part of a private university research branding project at Tokyo Denki University titled “Formation of a Secure and Advanced Biomedical Engineering Base in the Age of Global IoT” [15]. We thank the project members for their help with our research. Publisher Copyright: {\textcopyright} 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; iCatse International Conference on Information Science and Applications, ICISA 2020 ; Conference date: 16-12-2020 Through 18-12-2020",

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A Study on Classification and Integration of Research on Both AI and Security in the IoT Era

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Keywords

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