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zitaoc authored Jul 23, 2019
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Expand Up @@ -14,7 +14,7 @@ details of how TensorFI works, please refer to the Manual file*

***Updates: 2019-07***

We now support fault injection in complex ML models such as LeNet, AlexNet, as well as support for single bit-flip injection mode. Some DNN models are provided in /Tests directory.
We now support fault injection in complex ML models such as LeNet, AlexNet, as well as support for single bit-flip injection mode. Some DNN models are provided in /Tests directory. For starter, you can try running the LeNet.py under /Tests/DNN-model/LeNet-mnist/ to inject faults in a CNN (it'll automatically download the dataset and the config file is set up).

You can now create your customized TensorFlow operations for injection, by using the built-in TensorFlow implementation, to support injection on new ML models. See the *Manual* for more details.

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