Insua Rios Insua's scientific contributions

Publication (1)

Article
Applications in counterterrorism and corporate competition have led to the development of new methods for the analysis of decision making when there are intelligent opponents and uncertain outcomes. This field represents a combination of statistical risk analysis and game theory, and is sometimes called adversarial risk analysis. In this article, w...

Citations

... Aside from statistical and information-theoretic approaches as employed in this paper, the literature on adversarial examples and attempts to correctly classify and detect them is rather rich. For instance, ref. [14] offers a game-theory-based risk analysis approach that was originally introduced by [15], whereas [16] introduce efficient algorithms for reverse engineering linear classifiers for adversarial classification. Adversarial classification dates back to [17], which assumes (somewhat unrealistically) that the adversary has the perfect knowledge of the classifier and attempt to detect these attacks by computation of the adversary's optimal strategy. ...