Modeling Adversarial Learning as Nested Stackelberg Games

By Yan Zhou, Murat Kantarcioglu. 2016

26 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Genetics

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Percy Liang
2. Jacob Steinhardt
3. Pang Wei Koh
4. Yejin Choi
5. Luke S. Zettlemoyer
6. Mohit Bansal
7. Hannaneh Hajishirzi
8. Noah A. Smith

In Genetics

1. Percy Liang
2. Pang Wei Koh
3. Jacob Steinhardt

Citations in the corpus

• Certified Defenses for Data Poisoning Attacks (2017, methodology): “Bilevel optimization has been considered in the related setting of Stackelberg games (Brückner and Scheffer, 2011; Brückner et al., 2012; Zhou and Kantarcioglu, 2016), and is natural to apply here as well.”