60 citations · 65 across the 7 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020
Policy-focused Agent-based Modeling using RL Behavioral Models
Osonde A. Osoba, Raffaele Vardavas, Justin Grana +2
Agent-based Models (ABMs) are valuable tools for policy analysis. ABMs help analysts explore the emergent consequences of policy interventions in multi-agent decision-making settin…
cs.CR2020★ 5 cited
Perturbing Inputs to Prevent Model Stealing
Justin Grana
We show how perturbing inputs to machine learning services (ML-service) deployed in the cloud can protect against model stealing attacks. In our formulation, there is an ML-service…