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TorchFuzz: Coverage Guided Fuzzing for Neural Networks (TensorFuzz -- PyTorch)

This repository contains a library for performing coverage guided fuzzing of neural networks, as was described in this paper.

Migration of Tensorfuzz to work with PyTorch so it's torchfuzz. Coverage guided fuzzing for PyTorch models.

Installation

You ought to be able to run the code in this repository by doing the following:

pip install -r requirements.txt

Then do:

export PYTHONPATH="$PYTHONPATH:$HOME/tensorfuzz"

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