nebula.addons.attacks.poisoning.datapoison

Functions

datapoison(dataset, indices, poisoned_persent, ...[, ...])	Function to add random noise of various types to the dataset.
add_x_to_image(img)	Add a 10*10 pixels X at the top-left of an image
poison_to_nlp_rawdata(text_data, poisoned_ratio)	for NLP data, change the word vector to 0 with p=poisoned_ratio

Module Contents

nebula.addons.attacks.poisoning.datapoison.datapoison(dataset, indices, poisoned_persent, poisoned_ratio, targeted=False, target_label=3, noise_type='salt')

Function to add random noise of various types to the dataset.

nebula.addons.attacks.poisoning.datapoison.add_x_to_image(img)

Add a 10*10 pixels X at the top-left of an image

nebula.addons.attacks.poisoning.datapoison.poison_to_nlp_rawdata(text_data, poisoned_ratio)

for NLP data, change the word vector to 0 with p=poisoned_ratio