4 papers
Context-Aware Orchestration of Energy-Efficient Gossip Learning Schemes
Mina Aghaei Dinani, Adrian Holzer, Hung Nguyen +2
Fully distributed learning schemes such as Gossip Learning (GL) are gaining momentum due to their scalability and effectiveness even in dynamic settings. However, they often imply…
Catch Me if You Can: Effective Honeypot Placement in Dynamic AD Attack Graphs
Huy Quang Ngo, Mingyu Guo, Hung Nguyen
We study a Stackelberg game between an attacker and a defender on large Active Directory (AD) attack graphs where the defender employs a set of honeypots to stop the attacker from…
Bayesian Rationality in Satisfaction Games
Langford White, Oskar Rynkiewicz, Duong Nguyen +1
We introduce a new paradigm for game theory -- Bayesian satisfaction. This novel approach is a synthesis of the idea of Bayesian rationality introduced by Aumann, and satisfaction…
Social Optimum Equilibrium Selection for Distributed Multi-Agent Optimization
Duong Nguyen, Langford White, Hung Nguyen
We study the open question of how players learn to play a social optimum pure-strategy Nash equilibrium (PSNE) through repeated interactions in general-sum coordination games. A so…