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README.md

This repository contains code for the paper:

  • Mimic and Fool: A Task Agnostic Adversarial Attack. Akshay Chaturvedi and Utpal Garain. IEEE TNNLS, 2020. [pdf]

Dependencies

  1. Keras v2.2.4 with Tensorflow (v 1.12.0) backend
  2. numpy, opencv-python

The finetuned feature extractor weights can be downloaded from:

Extract the two files in their respective folders.

Under any setting, run prepare_target.py followed by main.py. The adversarial files will be saved in adv_imgs/ folder.

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Mimic and Fool: A Task Agnostic Adversarial Attack

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