Poisoning

Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks

Authors: Yi Han, Benjamin I. P. Rubinstein | Published: 2017-04-06 | Updated: 2017-05-25
Poisoning
Certified Robustness
Adversarial Learning

Understanding Black-box Predictions via Influence Functions

Authors: Pang Wei Koh, Percy Liang | Published: 2017-03-14 | Updated: 2020-12-29
Poisoning
Improvement of Learning
Explainability Evaluation

Generative Poisoning Attack Method Against Neural Networks

Authors: Chaofei Yang, Qing Wu, Hai Li, Yiran Chen | Published: 2017-03-03
Trigger Detection
Poisoning
Generative Model