Our approach
Challenge the service provider with some test cases x1, x2, ..., xk . The remote service provider R offers the corresponding answers fR(x1), fR(x2), ..., fR(xk). The client C may or may not have independent access to the answers fC(x1), fC(x2), ..., fC(xk
Possible situations and machine learning models:
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- C ìknowsî fC(x) and R provides fR(x).
- PAC learning and Chernoff bounds theory
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- C ìknowsî fC(x) and R does not provide fR(x).
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- C does not ìknowî fC(x) and R provides fR(x).
- Simulation-based learning and reinforcement learning