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Spatially Transformed Adversarial Examples

Paper | ICLR 2018
For clarity refer View Synthesis by Appearance Flow.

Usage

$ python3 stadv.py --img images/1.jpg --target 7

Requires OpenCV for real-time visualization.

Demo

0_1 1_2 2_3 3_4 4_5 5_6 6_7 7_8 8_9 9_0

Results

MNIST

Column index is target label and ground truth images are along diagonal.

tile