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Behavioral Modeling of Adversaries with Multiple Objectives in Counterterrorism
Dogucan Mazicioglu1, Jason R W Merrick2
1Statistical Sciences and Operations Research, Virginia Commonwealth University, Richmond, VA, USA.
This study enhances attacker-defender models by incorporating terrorists' multiple objectives and irrational decision-making using multiattribute prospect theory. This approach better represents terrorist behavior for optimizing defensive strategies against attacks, such as smuggling radioactive materials.
Area of Science:
- Security studies
- Behavioral economics
- Game theory
Background:
- Traditional attacker-defender models assume rational actors optimizing individual costs.
- Recent research explores multi-objective attackers and deviations from rational behavior.
- Existing models lack integration of attacker's multiple objectives with adaptive responses to defender actions.
Purpose of the Study:
- To extend attacker-defender models by incorporating multiple terrorist objectives and adaptive behaviors.
- To account for deviations from rational decision-making in terrorist attack planning.
- To develop a more realistic model of terrorist behavior for defense strategy optimization.
Main Methods:
- Utilized multiattribute prospect theory to model attacker behavior.
- Incorporated multiple objectives and adaptive responses to defender actions.
- Evaluated the model with a scenario of radioactive material smuggling into the U.S.
Main Results:
- Multiattribute prospect theory effectively models terrorists with multiple objectives and non-rational decision-making.
- The model captures the adaptive tradeoffs terrorists consider in response to defender actions.
- Demonstrated the application in a radioactive material smuggling scenario.
Conclusions:
- Integrating multiple objectives and bounded rationality provides a more accurate representation of terrorist behavior.
- Continued research is crucial for developing effective defensive strategies against evolving terrorist threats.
- The proposed modeling approach offers a pathway to avoid misrepresenting terrorist decision-making in security contexts.
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