19 citations · 39 across the 12 of their papers we have counts for
4 papers · 1 filter
Evolutionary Multi-Objective Diversity Optimization
Anh Viet Do, Mingyu Guo, Aneta Neumann +1
Creating diverse sets of high quality solutions has become an important problem in recent years. Previous works on diverse solutions problems consider solutions' objective quality…
Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems
Diksha Goel, Aneta Neumann, Frank Neumann +2
We study a Stackelberg game between one attacker and one defender in a configurable environment. The defender picks a specific environment configuration. The attacker observes the…
Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation
Diksha Goel, Max Ward, Aneta Neumann +3
Active Directory (AD) is the default security management system for Windows domain networks. We study a Stackelberg game model between one attacker and one defender on an AD attack…
Analysis of Evolutionary Diversity Optimisation for Permutation Problems
Anh Viet Do, Mingyu Guo, Aneta Neumann +1
Generating diverse populations of high quality solutions has gained interest as a promising extension to the traditional optimization tasks. This work contributes to this line of r…