挺有意思的,听jingyi和sun老板说了一整天,对于AI Verification 有了一些了解。
基本就是
1. 用program analysis 的方法for smart contract
2. 用neuron coverage 的方法for testing neural network
3. Testing - adversarial attack (add impercetible noice noise) detection - imperceptible noise (using pnorm and threshold it)
4. Verification - condition under a constraint will yield same output
5. Mutation - change network (ensure 90% accuracy)and change image
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