Creation of new web page to demonstrate Feature-Squeezing

[mr-sarthakgupta]

Creation of new web page to demonstrate Feature-Squeezing

Task - Creation of a web page following the same design pattern as the pages demonstrating attacks for demonstrating the Feature-Squeezing technique for detecting adversarial perturbations.

Difficulty Level - Intermediate

Steps to be followed -

• Create a new file in the directory "adversarial_lab/template" named "feature_squeezing.html".
• Make a copy of any web page demonstrating adversarial attacks(say fgsm.html) and make the following changes:
  1. Reduce the number of image display panels from two to one.
  2. Make the single image display panel centre-aligned.
  3. Remove the panel displaying the class assigned to the image by the deep-learning model, instead add a panel that would display whether the uploaded image is adversarially perturbed or not.