Article
ENSURING DATA SECURITY THROUGH BLOCKCHAIN AND ARTIFICIAL INTELLIGENCE
Artificial intelligence (AI) algorithms use data as input to mine valuable features, but data on the Internet is dispersed and controlled by multiple stakeholders who don't trust one another, and it's hard to approve or validate its use in complex cyberspace. Because of this, enabling data exchange in cyberspace for true big data and a truly powerful AI is quite challenging. In order to achieve a more secure cyberspace with actual big data and, therefore, improved AI with lots of data sources, we propose in this work the SecNet architecture, which may enable safe data storage, computation, and sharing in the large-scale Internet environment by combining three essential components: 1) Blockchain-based data sharing with ownership guarantee, which makes it possible to share trusted data in a largescale setting to create real big data; 2) AI-based secure computing platform, which generates more intelligent security rules and contributes to the creation of a more trustworthy cyberspace; 3) trusted value-exchange mechanism for buying security services, which gives participants a means of earning money when they share their data or services, which encourages data sharing and improves AI performance. Additionally, we examine SecNet's usual use case, its possible alternate deployment method, and its efficacy from the perspectives of network security and financial gain.
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