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دسته بندی:
اینترنت اشیاء - Internet of Things
سال انتشار:
2022
عنوان انگلیسی مقاله:
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things
ترجمه فارسی عنوان مقاله:
طرح تخلیه مبتنی بر انگیزه و اعتماد آگاه برای محاسبات امن چند جانبه در اینترنت اشیا
منبع:
ScienceDirect- Elsevier- Internet of Things, 19 (2022) 100527: doi:10:1016/j:iot:2022:100527
نویسنده:
Oladayo Olufemi Olakanmi
چکیده انگلیسی:
Adoption of multi-party computation in IoT provides the required processing power needed by
the IoT devices to provide smart services in the shortest time. However, this requires a secure
offloading scheme that is capable of fairly offloading the computations of source nodes to a
different set of workers, guarantees the privacy of the source nodes, and verifies the correctness
of results without a third party at a low overhead.
In this paper, we formulate a secure privacy-preserving offloading scheme based on modified
secret sharing to offload computations and data to a different set of workers. We also develop
incentive and trust models to encourage honesty and willingness and discourage delay among
workers during multi-party computation. Last, we develop a low overhead morphism-based
verification technique for the self-verification of the correctness of results. We finally present
the security analysis of the scheme which shows that the schemes meet up with the necessary
security requirements, and the experimental results show the capability of the scheme in
terms of its security functionalities, low computation cost, effective verification of results, and
generation of incentives and trust values for workers during multi-party computation.
keywords: Multi-party computation | Offloading | Cooperative computation | IoT Self-verification | Security | محاسبات چند طرفه | بارگذاری آفلاین | محاسبات مشارکتی | خود تأییدی اینترنت اشیا | امنیت
قیمت: رایگان
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