When players affect target values: Modeling and solving dynamic partially observable security games

• Main Authors: WANG, Xinrun, TAMBE, Milind, BOSANKY, Branislav, AN, Bo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Artificial Intelligence and Robotics; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/9148; https://ink.library.smu.edu.sg/context/sis_research/article/10151/viewcontent/Players_Affect_Target_av.pdf
• Institution: Singapore Management University

Most of the current security models assume that the values of targets/areas are static or the changes (if any) are scheduled and known to the defender. Unfortunately, such models are not sufficient for many domains, where actions of the players modify the values of the targets. Examples include wild...