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NYUMLSecLab4

Author: Ankit Rajvanshi (ar7996)

Need to Change paths of following files before running jupyter notebook:

  1. clean_test_data_path
  2. clean_valid_data_path
  3. poisioned_test_data_path
  4. bd_model_path
  5. bd_weights_path

You may remove cell with unzip command depending upon how your data is stored

Requirements:

  1. tensorflow
  2. numpy
  3. h5py
  4. matplotlib

Evaluation:

Repaired Models are present in RepairedModels directory with name <BadNets_prime_{x}percent.h5> where x represents threshold (2, 4 10)

About

A backdoor detector for BadNets trained on the YouTube Face dataset using the pruning defense.

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