niteshade.attack

Data poisoning attack strategy classes following a logical hierarchy.

Classes

AddLabeledPointsAttacker(aggressiveness, label)	Adds points with a specified label.
AddPointsAttacker(aggressiveness[, one_hot])	Abstract class for attackers that add points to the batch of data.
Attacker()	General abstract Attacker class
BrewPoison(target[, M, aggressiveness, ...])	Perturb points while minimising detectability.
ChangeLabelAttacker(aggressiveness[, one_hot])	Abstract class for attacker that can change labels.
LabelFlipperAttacker(aggressiveness, label_flips)	Flip labels based on a dictionary of information.
PerturbPointsAttacker(aggressiveness[, one_hot])	Abstract class for attacker that can change the input data.
RandomAttacker(aggressiveness[, one_hot])	Randomly change the labels of points.