Applied Risk Analysis for Guiding Homeland Security Policy and Decisions (eBook)

SAMRAT CHATTERJEE, PhD, is Senior Operations Research/Data Scientist and the Decision Modeling and Optimization Team Lead in the Computing and Analytics Division within the National Security Directorate at Pacific Northwest National Laboratory (PNNL). He is also Affiliate Professor of Civil and Environmental Engineering with Northeastern University in Boston. ROBERT T. BRIGANTIC, PhD, is Chief Operations Research Scientist and the Statistical Modeling and Experimental Design Team Lead in the Computing and Analytics Division within the National Security Directorate at PNNL. He is also Adjunct Professor of Operations Research with the Carson College of Business at the Washington State University. ANGELA M. WATERWORTH, MS, is Senior Operations Research/Data Scientist in the Computing and Analytics Division within the National Security Directorate at PNNL.

About the Editors

Contributors

Preface and Introduction

I. Managing National Security Risk and Policy Programs 10

1. On the "Influence of Scenarios to Priorities" in Risk and Security Programs 10
Heimir Thorisson, James H. Lambert

2. Survey of Risk Analytic Guidelines Across the Government 25
Isaac Maya, Lily Doyle, Amelia Liu, Francine Tran, Robert Creighton, Charles Woo

3. An Overview of Risk Modeling Methods and Approaches for National Security 59
Samrat Chatterjee, Robert T. Brigantic, Angela M. Waterworth

4. Comparative Risk Rankings in Support of Homeland Security Strategic Plans 80
Russell Lundberg

5. A Data Science Workflow for Discovering Spatial Patterns Among Terrorist Attacks and Infrastructure 97
Daniel Fortin, Thomas Johansen, Samrat Chatterjee, George Muller, Christine Noonan

II. Strengthening Ports of Entry 117

6. Effects of Credibility of Retaliation Threats in Deterring Smuggling of Nuclear Weapons 117
Xiaojun Shan, Jun Zhuang

7. Disutility of Mass Relocation After a Severe Nuclear Accident 129
Vicki M. Bier, Shuji Liu

8. Scheduling Federal Air Marshals Under Uncertainty 153
Keith W. DeGregory, Rajesh Ganesan

III. Securing Critical Cyber Assets 171

9. Decision Theory for Network Security: Active Sensing for Detection and Prevention of Data Exfiltration 171
Sara M. McCarthy, Arunesh Sinha, Milind Tambe, Pratyusa Manadhatha

10. Measurement of Cyber Resilience from an Economic Perspective 193
Adam Z. Rose, Noah Miller

11. Responses to Cyber Near-misses: A Scale to Measure Individual Differences 210
Jinshu Cui, Heather Rosoff, Richard S. John

IV. Enhancing Disaster Preparedness and Infrastructure Resilience 225

12. An Interactive Web-Based Decision Support System for Mass Dispensing, Emergency Preparedness, and Biosurveillance 225
Eva K. Lee, Ferdinand H. Pietz, Chien-Hung Chen, Yifan Liu

13. Critical Infrastructure Risk Assessments: Measuring Critical Infrastructure Protection and Resilience in an All-Hazards Environment 243
Julia Phillips, Frédéric Petit

14. Risk Analysis Methods in Resilience Modeling: An Overview of Critical Infrastructure Applications 269
Hiba Baroud

5. Optimal Resource Allocation Model to Prevent, Prepare, and Respond to Multiple Disruptions, with Application to the Deepwater Horizon Oil Spill and Hurricane Katrina 284
Cameron A. MacKenzie, Amro Al-Kazimi

16. Inoperability Input-Output Modeling of Electric Power Disruptions 300
Joost R. Santos, Sheree Ann Pagsuyoin, Christian Yip

17. Quantitative Assessment of Transportation Network Vulnerability with Dynamic Traffic Simulation Methods 314
Venkateswaran Shekar, Lance Fiondella

18. Infrastructure Monitoring for Health and Security 327
Prodyot K. Basu

19. Exploring Metaheuristic Approaches for Solving the Traveling Salesman Problem Applied to Emergency Planning and Response 346
Ramakrishna Tipireddy, Javier Rubio-Herrero, Samrat Chatterjee, Satish Chikkagoudar, George Muller