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DeepAbstract

This is the repository for the tool DeepAbstract. It is a tool for abstraction of FeedForward-Neural Networks as described in Neural Network Abstraction for Verification.

Requirements

The tool is written in Python 3, any recent version should suffice. The verification relies on ERAN.

Examples

./models contains two example models that were also used for the evaluation of the tool in the paper.

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Implementation to the paper "DeepAbstract: Neural Network Abstraction for Accelerating Verification"

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