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HullReachNeuralVerification: Methods to soundly verify deep neural networks

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Student2Pro/HullReachNV.jl

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HullReachNV

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This package is based on https://github.com/sisl/NeuralVerification.jl

There are 4 methods in this package: MaxSens, HullReach, SGSV, SCH

HullReach is my improvment of MaxSens using hull-preserving

SGSV is improvment of MaxSens, published by the authors of MaxSens

SCH is my improvment of SGSV using hull-preserving

Hull-preserving is a property of certain extended set function. If an extended set function is hull-preserving, then for any simple region input set, the boundary of output set only depends on the boundary of input set.

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