Misinformation and Disinformation in Modern Warfare

被引:4
作者
Chang, Yanling [1 ,2 ]
Keblis, Matthew F. [3 ]
Li, Ran [4 ]
Iakovou, Eleftherios [1 ,5 ,6 ]
White, Chelsea C. [7 ]
机构
[1] Texas A&M Univ, Dept Engn Technol & Ind Distribut, College Stn, TX 77843 USA
[2] Texas A&M Univ, Wm Michael Barnes Dept Ind & Syst Engn 64, College Stn, TX 77843 USA
[3] US Coast Guard Acad, New London, CT 06320 USA
[4] Sabre Corp, Southlake, TX 76092 USA
[5] Texas A&M Univ, J Mike Walker Dept Mech Engn 66, College Stn, TX 77843 USA
[6] Texas A&M Univ, Mosbacher Inst Trade Econ & Publ Policy, College Stn, TX 77843 USA
[7] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30318 USA
关键词
misinformation; disinformation; communication; partially observable stochastic game; SUM STOCHASTIC GAMES; DECENTRALIZED CONTROL; PARTIAL-INFORMATION;
D O I
10.1287/opre.2021.2253
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Advanced information technology has changed the landscape of modern warfare, as it facilitates communication among nonconventional actors such as violent extremist groups. This paper examines the value of misinformation and disinformation to a military leader who through investment in people, programs, and technology is able to affect the accuracy of information communicated between other actors. We model the problem as a partially observable stochastic game with three agents, a leader and two followers. We determine the value to the leader of misinformation or disinformation being communicated between two: (i) adversarial and (ii) allied followers. We demonstrate that only under certain conditions, the prevalent intuition that the leader would benefit from less (more) accurate communication between adversarial (allied) followers is valid. We discuss why the intuition may fail and show the necessity of embracing both the reward structures and policies of agents to correctly manage information. Our research identifies efficient targeted investments to affect the accuracy of information in communication to the leader's advantage. We demonstrate the application of the developed methodology to warfare situations in the Battle of Mosul.
引用
收藏
页码:1 / 21
页数:22
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