1 citations · 2 across the 8 of their papers we have counts for
3 papers · 1 filter
Efficient Nash Equilibrium Computation for Cybersecurity Games
Michael Lanier, David Farmer, Yevgeniy Vorobeychik
Game-theoretic analyses of cyber defence often compute equilibria of games whose payoffs exist only as the output of a simulator. Iterative equilibrium-finding methods grow a set o…
Learned Neighbor Trust for Collaborative Deployment in Model-Agnostic Decentralized Learning
Michael Lanier, Luise Ge, Sastry Kompella +1
Many decentralized distillation methods are designed around training-time coordination, yet deploy each node in isolation even when more capable neighbors remain available at infer…
A Scalable Approach to Solving Simulation-Based Network Security Games
Michael Lanier, Yevgeniy Vorobeychik
We introduce MetaDOAR, a lightweight meta-controller that augments the Double Oracle / PSRO paradigm with a learned, partition-aware filtering layer and Q-value caching to enable s…