On the design of an AI-driven secure communication scheme for internet of medical things environment
The Internet of Medical Things (IoMT) is a collection of smart healthcare devices, hardware infrastructure, and related software applications, that facilitate the connection of healthcare information technology system via the Internet. It is also called IoT in healthcare, facilitating secure communi...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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KeAi Communications Co., Ltd.
2023-10-01
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| Series: | Digital Communications and Networks |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S235286482200058X |
| _version_ | 1797640252964208640 |
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| author | Neha Garg Rajat Petwal Mohammad Wazid D.P. Singh Ashok Kumar Das Joel J.P.C. Rodrigues |
| author_facet | Neha Garg Rajat Petwal Mohammad Wazid D.P. Singh Ashok Kumar Das Joel J.P.C. Rodrigues |
| author_sort | Neha Garg |
| collection | DOAJ |
| description | The Internet of Medical Things (IoMT) is a collection of smart healthcare devices, hardware infrastructure, and related software applications, that facilitate the connection of healthcare information technology system via the Internet. It is also called IoT in healthcare, facilitating secure communication of remote healthcare devices over the Internet for quick and flexible analysis of healthcare data. In other words, IoMT is an amalgam of medical devices and applications, which improves overall healthcare outcomes. However, this system is prone to security- and privacy-related attacks on healthcare data. Therefore, providing a robust security mechanism to prevent the attacks and vulnerability of IoMT is essential. To mitigate this, we proposed a new Artificial-Intelligence envisioned secure communication scheme for IoMT. The discussed network and threat models provide details of the associated network arrangement of the IoMT devices and attacks relevant to IoMT. Furthermore, we provide the security analysis of the proposed scheme to show its security against different possible attacks. Moreover, a comparative study of the proposed scheme with other similar schemes is presented. Our results show that the proposed scheme outperforms other similar schemes in terms of communication and computation costs, and security and functionality attributes. Finally, we provide a pragmatic study of the proposed scheme to observe its impact on various network performance parameters. |
| first_indexed | 2024-03-11T13:29:15Z |
| format | Article |
| id | doaj.art-2b6c7313b2c14fa0ab65c350c5463ef6 |
| institution | Directory Open Access Journal |
| issn | 2352-8648 |
| language | English |
| last_indexed | 2024-03-11T13:29:15Z |
| publishDate | 2023-10-01 |
| publisher | KeAi Communications Co., Ltd. |
| record_format | Article |
| series | Digital Communications and Networks |
| spelling | doaj.art-2b6c7313b2c14fa0ab65c350c5463ef62023-11-03T04:15:09ZengKeAi Communications Co., Ltd.Digital Communications and Networks2352-86482023-10-019510801089On the design of an AI-driven secure communication scheme for internet of medical things environmentNeha Garg0Rajat Petwal1Mohammad Wazid2D.P. Singh3Ashok Kumar Das4Joel J.P.C. Rodrigues5Department of Computer Science and Engineering, Graphic Era Deemed to be University, Dehradun, 248 002, IndiaDepartment of Computer Science and Engineering, Graphic Era Deemed to be University, Dehradun, 248 002, IndiaDepartment of Computer Science and Engineering, Graphic Era Deemed to be University, Dehradun, 248 002, IndiaDepartment of Computer Science and Engineering, Graphic Era Deemed to be University, Dehradun, 248 002, IndiaCenter for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, 500 032, India; Corresponding author.College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, 266555, China; Instituto de Telecomunicações, 6201-001, Covilhã, PortugalThe Internet of Medical Things (IoMT) is a collection of smart healthcare devices, hardware infrastructure, and related software applications, that facilitate the connection of healthcare information technology system via the Internet. It is also called IoT in healthcare, facilitating secure communication of remote healthcare devices over the Internet for quick and flexible analysis of healthcare data. In other words, IoMT is an amalgam of medical devices and applications, which improves overall healthcare outcomes. However, this system is prone to security- and privacy-related attacks on healthcare data. Therefore, providing a robust security mechanism to prevent the attacks and vulnerability of IoMT is essential. To mitigate this, we proposed a new Artificial-Intelligence envisioned secure communication scheme for IoMT. The discussed network and threat models provide details of the associated network arrangement of the IoMT devices and attacks relevant to IoMT. Furthermore, we provide the security analysis of the proposed scheme to show its security against different possible attacks. Moreover, a comparative study of the proposed scheme with other similar schemes is presented. Our results show that the proposed scheme outperforms other similar schemes in terms of communication and computation costs, and security and functionality attributes. Finally, we provide a pragmatic study of the proposed scheme to observe its impact on various network performance parameters.http://www.sciencedirect.com/science/article/pii/S235286482200058XInternet of Medical Things (IoMT)SecurityAuthentication and key agreementArtificial Intelligence (AI)Big data analytics |
| spellingShingle | Neha Garg Rajat Petwal Mohammad Wazid D.P. Singh Ashok Kumar Das Joel J.P.C. Rodrigues On the design of an AI-driven secure communication scheme for internet of medical things environment Digital Communications and Networks Internet of Medical Things (IoMT) Security Authentication and key agreement Artificial Intelligence (AI) Big data analytics |
| title | On the design of an AI-driven secure communication scheme for internet of medical things environment |
| title_full | On the design of an AI-driven secure communication scheme for internet of medical things environment |
| title_fullStr | On the design of an AI-driven secure communication scheme for internet of medical things environment |
| title_full_unstemmed | On the design of an AI-driven secure communication scheme for internet of medical things environment |
| title_short | On the design of an AI-driven secure communication scheme for internet of medical things environment |
| title_sort | on the design of an ai driven secure communication scheme for internet of medical things environment |
| topic | Internet of Medical Things (IoMT) Security Authentication and key agreement Artificial Intelligence (AI) Big data analytics |
| url | http://www.sciencedirect.com/science/article/pii/S235286482200058X |
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