Joint pricing and security investment for cloud-insurance : a security interdependency perspective
Cyber insurance has been introduced as the mean to transfer cyber risks to an insurance company, namely, insurer. The users are thus covered by the insurance to alleviate the damage from cyber threats. In this paper, we investigate the joint pricing and security investment in a cloud-insurance marke...
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sg-ntu-dr.10356-1374382023-05-19T07:31:19Z Joint pricing and security investment for cloud-insurance : a security interdependency perspective Feng, Shaohan Xiong, Zehui Niyato, Dusit Wang, Ping Wang, Shaun Shuxun Nanyang Business School School of Computer Science and Engineering 2018 IEEE Wireless Communications and Networking Conference (WCNC) Engineering::Computer science and engineering Security Investment Cloud Computing Cyber insurance has been introduced as the mean to transfer cyber risks to an insurance company, namely, insurer. The users are thus covered by the insurance to alleviate the damage from cyber threats. In this paper, we investigate the joint pricing and security investment in a cloud-insurance market. The market is composed of users, cloud providers, and cloud-insurers. The users subscribes to use the cloud service (platform) from the cloud providers. To protect from the damage, the users can buy a cloud-insurance product from the cloud-insurers which will pay a claim to the users if an attack happens to the cloud service. The users are interdependent in which they can take advantage of the positive security effects generated by other users' investments in security. We assume that the cloud provider and cloud-insurer are the business partners. Therefore, the cloud-insurers can invest in the cloud platform to improve the security level, i.e., quality, of the cloud service and hence reduce the probability of paying claim. Our proposed model consists of two stages, i.e., the Stackelberg game. In the first stage, cloud-insurers set the price charging to the users and decide on the investment for improving the cloud security quality. In the second stage, the users decide on the amount of these cloud-insurances to purchase based on the observed prices and qualities. The existence and uniqueness for the equilibrium of the Stackelberg game are proved analytically. The performance evaluation shows some interesting results. For example, when the users have strong interdependency, the price of the cloud-insurance becomes lower. This is from the fact that the users can be influenced more easily by their peers, when one cloud-insurer decreases the price, it can attract more users easily. NRF (Natl Research Foundation, S’pore) MOE (Min. of Education, S’pore) Accepted version 2020-03-25T09:11:29Z 2020-03-25T09:11:29Z 2018 Conference Paper Feng, S., Xiong, Z., Niyato D., Wang, P., & Wang, S. S. (2018). Joint pricing and security investment for cloud-insurance : a security interdependency perspective. Proceedings of 2018 IEEE Wireless Communications and Networking Conference (WCNC). doi:10.1109/WCNC.2018.8377068 9781538617342 https://hdl.handle.net/10356/137438 10.1109/WCNC.2018.8377068 2-s2.0-85049194027 en © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/WCNC.2018.8377068. application/pdf |
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Engineering::Computer science and engineering Security Investment Cloud Computing Feng, Shaohan Xiong, Zehui Niyato, Dusit Wang, Ping Wang, Shaun Shuxun Joint pricing and security investment for cloud-insurance : a security interdependency perspective |
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Cyber insurance has been introduced as the mean to transfer cyber risks to an insurance company, namely, insurer. The users are thus covered by the insurance to alleviate the damage from cyber threats. In this paper, we investigate the joint pricing and security investment in a cloud-insurance market. The market is composed of users, cloud providers, and cloud-insurers. The users subscribes to use the cloud service (platform) from the cloud providers. To protect from the damage, the users can buy a cloud-insurance product from the cloud-insurers which will pay a claim to the users if an attack happens to the cloud service. The users are interdependent in which they can take advantage of the positive security effects generated by other users' investments in security. We assume that the cloud provider and cloud-insurer are the business partners. Therefore, the cloud-insurers can invest in the cloud platform to improve the security level, i.e., quality, of the cloud service and hence reduce the probability of paying claim. Our proposed model consists of two stages, i.e., the Stackelberg game. In the first stage, cloud-insurers set the price charging to the users and decide on the investment for improving the cloud security quality. In the second stage, the users decide on the amount of these cloud-insurances to purchase based on the observed prices and qualities. The existence and uniqueness for the equilibrium of the Stackelberg game are proved analytically. The performance evaluation shows some interesting results. For example, when the users have strong interdependency, the price of the cloud-insurance becomes lower. This is from the fact that the users can be influenced more easily by their peers, when one cloud-insurer decreases the price, it can attract more users easily. |
author2 |
Nanyang Business School |
author_facet |
Nanyang Business School Feng, Shaohan Xiong, Zehui Niyato, Dusit Wang, Ping Wang, Shaun Shuxun |
format |
Conference or Workshop Item |
author |
Feng, Shaohan Xiong, Zehui Niyato, Dusit Wang, Ping Wang, Shaun Shuxun |
author_sort |
Feng, Shaohan |
title |
Joint pricing and security investment for cloud-insurance : a security interdependency perspective |
title_short |
Joint pricing and security investment for cloud-insurance : a security interdependency perspective |
title_full |
Joint pricing and security investment for cloud-insurance : a security interdependency perspective |
title_fullStr |
Joint pricing and security investment for cloud-insurance : a security interdependency perspective |
title_full_unstemmed |
Joint pricing and security investment for cloud-insurance : a security interdependency perspective |
title_sort |
joint pricing and security investment for cloud-insurance : a security interdependency perspective |
publishDate |
2020 |
url |
https://hdl.handle.net/10356/137438 |
_version_ |
1772825667767894016 |