Explainability Evaluation

Evaluating Explanation Methods for Deep Learning in Security

Authors: Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck | Published: 2019-06-05 | Updated: 2020-04-27
Dataset Analysis
Deep Learning Technology
Explainability Evaluation

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