Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers

no code implementations • 10 Feb 2020 • Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick

The objective of the adversary is to evade the learner's prediction mechanism by sending adversarial queries that result in erroneous class prediction by the learner, while the learner's objective is to reduce the incorrect prediction of these adversarial queries without degrading the prediction quality of clean queries.

Adversarial Text