Combining game theory and statistical learning for security, privacy and network systems by Patrick Loiseau

I first focus on the security aspects and describe my work on developing and using game-theoretic models to design classification, resource allocation and sequential learning methods in adversarial environment. Then I focus on the privacy aspects and describe my work on developing and studying algorithms to learn from personal data and analyzing their impact on privacy. Finally, I focus on the network systems aspects and describe my work on analyzing and improving the infrastructure’s performance. I conclude by describing the perspectives of my research, summarized as the study of ‘humans versus machine learning’.