holisticai.robustness.attackers

Binary Classification

HopSkipJump	Implementation of the HopSkipJump attack from Jianbo et al. (2019).
ZooAttack	The black-box zeroth-order optimization attack from Pin-Yu Chen et al. (2018).

Regression

LinRegGDPoisoner	LinRegGDPoisoner implements a gradient-based poisoning attack for regression models by using an ordinary least squares regression model at its core.
RidgeGDPoisoner	RidgeGDPoisoner implements a gradient-based poisoning attack for regression models, designed to inject malicious data points into the training dataset to manipulate the model's learned parameters and degrade its predictive performance.