Adversarial and Uncertain Reasoning for Adaptive Cyber Defense: Building the Scientific Foundation
G Cybenko, S Jajodia, MP Wellman, and P Liu
In: Prakash A., Shyamasundar R. (eds) Information Systems Security. ICISS 2014. Lecture Notes in Computer Science, vol 8880. Springer.
Abstract
Today’s cyber defenses are largely static. They…
Database modeling of empirical games
B-A Cassell and MP Wellman
SIGMOD-14 Workshop on Data Science for Macro-Modeling, June 2014
Abstract
There is a growing interest in computational game theory, the study of algorithms for analyzing multi-agent strategic interaction cast as…
Empirical Game-Theoretic Analysis of an Adaptive Cyber-Defense Scenario (Preliminary Report)
MP Wellman and A Prakash
Fifth Conference on Decision and Game Theory for Security, Nov 2014.
This report is superseded by a follow-on paper presented at the 2015 MTD workshop.
Abstract
We investigate an adaptive cyber-defense scenario,…
Bootstrap statistics for empirical games
B Wiedenbeck, B-A Cassell, and, MP Wellman
International Conference on Autonomous Agents and Multiagent Systems, pages 597–604, May 2014.
Abstract
Researchers often use normal-form games to model multi-agent interactions. When a game…
Signal Structure and Strategic Information Acquisition: Deliberative Auctions with Interdependent Values
E Brinkman, MP Wellman, and SE Page
International Conference on Autonomous Agents and Multiagent Systems, pages 229–236, May 2014.
Abstract
The ability to gather information can affect outcomes in auctions and other games of incomplete…
Characterizing Strategic Cascades on Networks
T Martin, G Schoenebeck, and MP Wellman
15th ACM Conference on Economics and Computation, pages 113–130, June 2014.
Abstract
Transmission of disease, spread of information and rumors, adoption of new products, and many other network phenomena…