66 search results - page 1 / 14 » A Game Theoretical Model for Adversarial Learning |
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
Abstract—It is now widely accepted that in many situations where classifiers are deployed, adversaries deliberately manipulate data in order to reduce the classifier’s accura...
CIE
2008
Springer
13 years 6 months ago
2008
Springer
IFIPTCS
2010
13 years 2 months ago
2010
Abstract. We present a game-theoretic framework for modeling and solving routing problems in dynamically changing networks. The model covers the aspects of reactivity and non-termi...
CEAS
2005
Springer
13 years 10 months ago
2005
Springer
We discuss how the interaction between spam senders and e-mail users can be modelled as a two-player adversary game. We show how the resulting model can be used to predict the str...
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
This paper introduces a novel multiagent learning algorithm, Convergence with Model Learning and Safety (or CMLeS in short), which achieves convergence, targeted optimality agains...