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Conference Paper
Blockchain-Based Autonomous Cooperation Intelligence Model Exchange and Security Enhancement
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- Authors
- Jihoon Seo, Young-Ho Suh
- Issue Date
- 2024-10
- Citation
- International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.408-409
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- In an environment of collaborative perception and cooperation intelligence, where objects autonomously perceive changes in their surroundings and perform tasks through autonomous collaboration with nearby objects, continually self-improving, the intelligence models required for the operation of intelligent things must undergo processes such as creation, registration, download, and updates before being deployed to the intelligent things. However, during these processes, if a malicious user intercepts and tampers with the models, resulting in the deployment of malicious models to the model registry and intelligent things, it can lead to inappropriate behavior of the intelligent things, causing severe personal or property damage or the failure of critical missions (e.g., rescue operations). This paper discusses methods to enhance the security and reliability of models by applying blockchain technology to the model exchange flow in a cooperation intelligence environment.
- KSP Keywords
- Autonomous Cooperation, BlockChain, Exchange flow, Intelligence Environment, Intelligence Models, Malicious user, Model exchange, Security and Reliability, Security enhancement, nearby objects, rescue operations