Method for automatically classifying intelligent contracts on basis of feed-forward neural networks
A feed-forward neural network and smart contract technology, applied in the blockchain field, can solve problems such as high time and economic costs, and achieve the effect of saving time and economic costs
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[0026] In order to describe the present invention more specifically, the technical solutions of the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0027] For massive smart contracts on the Ethereum, the present invention is based on the feedforward neural network smart contract automatic classification method, comprising the following steps:
[0028] 1. According to the analysis of a large number of smart contracts in the current smart contract platform, smart contracts are divided into 9 categories: finance (insurance, financing, investment, etc.), Internet of Things, games, lottery tickets, tools, and entertainment , currency classes, information management classes, and others.
[0029] 2. Use the feedforward neural network and the labeled smart contract code set to train the classifier of the smart contract. The training process is as described in steps 3 to 7 below.
[0030] 3. For an input pie...
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