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Behavioral Modeling of Adversaries with Multiple Objectives in Counterterrorism

机译:在反恐中具有多个目标的对手的行为建模

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摘要

Attacker/defender models have primarily assumed that each decisionmaker optimizes the cost of the damage inflicted and its economic repercussions from their own perspective. Two streams of recent research have sought to extend such models. One stream suggests that it is more realistic to consider attackers with multiple objectives, but this research has not included the adaption of the terrorist with multiple objectives to defender actions. The other stream builds off experimental studies that show that decisionmakers deviate from optimal rational behavior. In this article, we extend attacker/defender models to incorporate multiple objectives that a terrorist might consider in planning an attack. This includes the tradeoffs that a terrorist might consider and their adaption to defender actions. However, we must also consider experimental evidence of deviations from the rationality assumed in the commonly used expected utility model in determining such adaption. Thus, we model the attacker's behavior using multiattribute prospect theory to account for the attacker's multiple objectives and deviations from rationality. We evaluate our approach by considering an attacker with multiple objectives who wishes to smuggle radioactive material into the United States and a defender who has the option to implement a screening process to hinder the attacker. We discuss the problems with implementing such an approach, but argue that research in this area must continue to avoid misrepresenting terrorist behavior in determining optimal defensive actions.
机译:攻击者/防御者模型主要假设每个决策者都从自己的角度优化所造成的损失的成本及其经济影响。最近有两类研究试图扩展这种模型。一股流表明,考虑具有多个目标的攻击者是更现实的,但是这项研究并未包括使具有多个目标的恐怖分子适应防御者的行动。另一类是建立在实验研究之上的,这些研究表明决策者偏离了最佳理性行为。在本文中,我们扩展了攻击者/防御者模型,以纳入恐怖分子在计划攻击时可能考虑的多个目标。这包括恐怖分子可能考虑的权衡及其对防御者行动的适应。但是,在确定这种适应性时,我们还必须考虑偏离通常使用的预期效用模型中假设的合理性的实验证据。因此,我们使用多属性前景理论对攻击者的行为进行建模,以说明攻击者的多个目标和合理性的偏离。我们通过考虑有多个目标并希望将放射性物质走私到美国的攻击者和可以实施筛选程序以阻止攻击者的防御者来评估我们的方法。我们讨论了实施这种方法的问题,但认为在这一领域的研究必须继续避免在确定最佳防御措施时歪曲恐怖主义行为。

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