Igor Linkov

52 papers A 1B 2C 6Misc 1Journal 37Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainable Artificial Intelligence for Resilient Security Applications in the Internet of Things.
IEEE Open J. Commun. Soc.
Mohammed Tanvir Masud, Marwa Keshk, Nour Moustafa, Igor Linkov, Darren K. Emge
2025 C conf
Infrastructure Network Resilience Analysis with Disruptions of System Order.
CoDIT
Davis C. Loose, Megan C. Marcellin, Igor Linkov, Gigi Pavur, Maksim Kitsak, Michael A. Deegan, James H. Lambert
2025 — conf
Order Disruption and Resilience of Cyber-Physical Systems of a Metropolitan Region.
SysCon
Davis C. Loose, Megan C. Marcellin, Igor Linkov, Gigi Pavur, Maksim A. Kitsak, Michael A. Deegan, James H. Lambert
2025 C conf
Risk Analysis of System Order for Water Infrastructure of Arid Regions.
CoDIT
Matthew C. Gunn, Davis C. Loose, Megan C. Marcellin, Megan E. Gunn, Gigi Pavur, Benjamin D. Trump, Igor Linkov, James H. Lambert
2025 C conf
Systems Analysis and Decision Making for Resilience of Energy Systems.
CoDIT
Megan C. Marcellin, Gigi Pavur, Davis C. Loose, Benjamin D. Trump, Igor Linkov, James H. Lambert
2024 C conf
Environmental Security and Resilience of Transportation System and Supply Chains for Iraq.
CoDIT
DeAndre A. Johnson, Benjamin D. Trump, Megan C. Marcellin, Gigi Pavur, Davis C. Loose, Saddam Q. Waheed, Thomas L. Polmateer, Igor Linkov, Venkataraman Lakshmi, John J. Cárdenas, James H. Lambert
2024 J jnl
Human Intuition and Algorithmic Efficiency Must Be Balanced to Enhance Data Mesh Resilience.
Commun. ACM
Andrew Strelzoff, Benjamin D. Trump, Christopher L. Cummings, Madison Smith, Stephanie Elisabeth Galaitsi, Kelsey Stoddard, Jeffrey M. Keisler, Moshe Y. Vardi, Nathaniel D. Bastian, Alexander Kott, Igor Linkov
2024 C conf
Modeling Resilience of System Order for Investments in Environmental Justice and Social Vulnerability.
CoDIT
Gigi Pavur, Benjamin J. Trump, Igor Linkov, Thomas L. Polmateer, James H. Lambert, Venkataraman Lakshmi
2024 J jnl
Risk Analysis of Artificial Intelligence in Medicine with a Multilayer Concept of System Order.
Syst.
Negin Moghadasi, Rupa S. Valdez, Misagh Piran, Negar Moghaddasi, Igor Linkov, Thomas L. Polmateer, Davis C. Loose, James H. Lambert
2024 J jnl
Russian Cyber Onslaught Was Blunted by Ukrainian Cyber Resilience, Not Merely Security.
Computer
Alexander Kott, George Yegor Dubynskyi, Andrii Paziuk, Stephanie Elisabeth Galaitsi, Benjamin D. Trump, Igor Linkov
2024 J jnl
Russian Cyber Onslaught was Blunted by Ukrainian Cyber Resilience, not Merely Security.
CoRR
Alexander Kott, George Yegor Dubynskyi, Andrii Paziuk, Stephanie E. Galaitsi, Benjamin D. Trump, Igor Linkov
2024 C conf
Security Audit Methodology for Embedded Hardware Devices.
CoDIT
Zachary A. Collier, Elvie Sellers, Davis C. Loose, Igor Linkov, James H. Lambert
2023 J jnl
An Explainable Deep Learning Framework for Resilient Intrusion Detection in IoT-Enabled Transportation Networks.
IEEE Trans. Intell. Transp. Syst.
Ayodeji Oseni, Nour Moustafa, Gideon Creech, Nasrin Sohrabi, Andrew Strelzoff, Zahir Tari, Igor Linkov
2023 J jnl
Cyber Efficiency and Cyber Resilience.
Commun. ACM
Igor Linkov, Alexandre K. Ligo, Kelsey Stoddard, Beatrice Perez, Andrew Strelzoff, Emanuele Bellini, Alexander Kott
2023 — conf
Stress Testing for Resilience of Semiconductor Supply Chains.
UEMCON
Zachary A. Collier, Davis C. Loose, Elvie Sellers, Thomas L. Polmateer, Madhur Behl, Igor Linkov, James H. Lambert
2023 — conf
Toward Mission-Critical AI: Interpretable, Actionable, and Resilient AI.
CyCon
Igor Linkov, Kelsey Stoddard, Andrew Strelzoff, Stephanie Elisabeth Galaitsi, Jeffrey M. Keisler, Benjamin D. Trump, Alexander Kott, Pavol Bielik, Petar Tsankov
2022 J jnl
Autonomous Cyber Defense Introduces Risk: Can We Manage the Risk?
CoRR
Alexandre K. Ligo, Alexander Kott, Igor Linkov
2022 J jnl
Cyber Resilience: by Design or by Intervention?
CoRR
Alexander Kott, Maureen S. Golan, Benjamin D. Trump, Igor Linkov
2022 J jnl
Cybertrust: From Explainable to Actionable and Interpretable AI (AI2).
CoRR
Stephanie Elisabeth Galaitsi, Benjamin D. Trump, Jeffrey M. Keisler, Igor Linkov, Alexander Kott
2022 J jnl
Finding shortest and nearly shortest path nodes in large substantially incomplete networks.
CoRR
Maksim Kitsak, Alexander A. Ganin, Ahmed Elmokashfi, Hongzhu Cui, Daniel A. Eisenberg, David L. Alderson, Dmitry Korkin, Igor Linkov
2021 J jnl
Autonomous Cyberdefense Introduces Risk: Can We Manage the Risk?
Computer
Alexandre K. Ligo, Alexander Kott, Igor Linkov
2021 J jnl
Comparing the Emergence of Technical and Social Sciences Research in Artificial Intelligence.
Frontiers Comput. Sci.
Alexandre K. Ligo, Krista Rand, Jason Bassett, Stephanie Elisabeth Galaitsi, Benjamin D. Trump, Bamini Jayabalasingham, Thomas Collins, Igor Linkov
2021 J jnl
Cyber Resilience in IoT network: Methodology and example of assessment through epidemic spreading.
CoRR
Emanuele Bellini, Franco Bagnoli, Alexander A. Ganin, Igor Linkov
2021 J jnl
Cyber Resilience: by Design or by Intervention?
Computer
Alexander Kott, Maureen S. Golan, Benjamin D. Trump, Igor Linkov
2021 J jnl
How to Measure Cyber Resilience of an Autonomous Agent: Approaches and Challenges.
CoRR
Alexandre K. Ligo, Alexander Kott, Igor Linkov
2021 Misc conf
Resilience learning through self adaptation in digital twins of human-cyber-physical systems.
CSR
Emanuele Bellini, Franco Bagnoli, Mauro Caporuscio, Ernesto Damiani, Francesco Flammini, Igor Linkov, Pietro Liò, Stefano Marrone
2021 J jnl
Supply chain resilience for vaccines: review of modeling approaches in the context of the COVID-19 pandemic.
Ind. Manag. Data Syst.
Maureen S. Golan, Benjamin D. Trump, Jeffrey C. Cegan, Igor Linkov
2021 J jnl
The challenges of data usage for the United States' COVID-19 response.
Int. J. Inf. Manag.
Stephanie Elisabeth Galaitsi, Jeffrey C. Cegan, Kaitlin Volk, Matthew Joyner, Benjamin D. Trump, Igor Linkov
2021 J jnl
To Improve Cyber Resilience, Measure It.
Computer
Alexander Kott, Igor Linkov
2021 J jnl
To Improve Cyber Resilience, Measure It.
CoRR
Alexander Kott, Igor Linkov
2020 J jnl
Cybertrust: From Explainable to Actionable and Interpretable Artificial Intelligence.
Computer
Igor Linkov, Stephanie Elisabeth Galaitsi, Benjamin D. Trump, Jeffrey M. Keisler, Alexander Kott
2019 J jnl
Applying Resilience to Hybrid Threats.
IEEE Secur. Priv.
Igor Linkov, Fabrizio Baiardi, Marie-Valentine Florin, Scott Greer, James H. Lambert, Miriam Pollock, Jean-Marc Rickli, Lada Roslycky, Thomas P. Seager, Heimir Thorisson, Benjamin D. Trump
2019 B conf
Cyber Resilience in IoT Network: Methodology and Example of Assessment through Epidemic Spreading Approach.
SERVICES
Emanuele Bellini, Franco Bagnoli, Alexander A. Ganin, Igor Linkov
2019 J jnl
Sex Robots - A Harbinger for Emerging AI Risk.
Frontiers Artif. Intell.
Stephanie Elisabeth Galaitsi, Christine Ogilvie Hendren, Benjamin D. Trump, Igor Linkov
2019 J jnl
The Need to Reconcile Concepts that Characterize Systems Withstanding Threats.
CoRR
Stephanie Elisabeth Galaitsi, Benjamin D. Trump, Jeffrey M. Keisler, Igor Linkov
2018 J jnl
Approaches to Enhancing Cyber Resilience: Report of the North Atlantic Treaty Organization (NATO) Workshop IST-153.
CoRR
Alexander Kott, Benjamin A. Blakely, Diane Henshel, Gregory Wehner, James Rowell, Nathaniel Evans, Luis Muñoz-González, Nandi Leslie, Donald W. French, Donald Woodard, Kerry Krutilla, Amanda Joyce, Igor Linkov, Carmen Mas Machuca, Janos Sztipanovits, Hugh Harney, Dennis Kergl, Perri Nejib, Edward Yakabovicz, Steven Noel, Tim Dudman, Pierre Trepagnier, Sowdagar Badesha, Alfred Møller
2018 J jnl
Fundamental Concepts of Cyber Resilience: Introduction and Overview.
CoRR
Igor Linkov, Alexander Kott
2018 J jnl
Network Foundation for Command and Control (C2) Systems: Literature Review.
IEEE Access
Daniel A. Eisenberg, David L. Alderson, Maksim Kitsak, Alexander A. Ganin, Igor Linkov
2018 J jnl
Resilience science, policy and investment for civil infrastructure.
Reliab. Eng. Syst. Saf.
T. P. Bostick, Elizabeth B. Connelly, James H. Lambert, Igor Linkov
2016 J jnl
A game theoretic model for resource allocation among countermeasures with multiple attributes.
Eur. J. Oper. Res.
Elisabeth C. Paulson, Igor Linkov, Jeffrey M. Keisler
2016 — ch.
Decision Making in a Convergent Society.
Handbook of Science and Technology Convergence
Igor Linkov, Viktoria Gisladottir, Matthew D. Wood
2015 J jnl
Security Metrics in Industrial Control Systems.
CoRR
Zachary A. Collier, Mahesh Panwar, Alexander A. Ganin, Alexander Kott, Igor Linkov
2014 J jnl
A simplified approach for simulating changes in beach habitat due to the combined effects of long-term sea level rise, storm erosion, and nourishment.
Environ. Model. Softw.
M. L. Chu, Jorge A. Guzman, Rafael Muñoz-Carpena, Gregory A. Kiker, Igor Linkov
2014 J jnl
Cybersecurity Standards: Managing Risk and Creating Resilience.
Computer
Zachary A. Collier, Daniel DiMase, Steve Walters, Mark Mohammad Tehranipoor, James H. Lambert, Igor Linkov
2014 J jnl
Untangling drivers of species distributions: Global sensitivity and uncertainty analyses of MaxEnt.
Environ. Model. Softw.
Matteo Convertino, Rafael Muñoz-Carpena, Maria Librada Chu-Agor, Gregory A. Kiker, Igor Linkov
2013 J jnl
Power-law of Aggregate-size Spectra in Natural Systems.
EAI Endorsed Trans. Complex Syst.
Matteo Convertino, Filippo Simini, Filippo Catani, Igor Linkov, Gregory A. Kiker
2012 A conf
Emergent behavior of bacteria in a multiagent system.
AAMAS
Philip Hendrix, Elena O. Budrene, Igor Linkov, Benoit Morel
2011 J jnl
Exploring vulnerability of coastal habitats to sea level rise through global sensitivity and uncertainty analyses.
Environ. Model. Softw.
Maria Librada Chu-Agor, Rafael Muñoz-Carpena, Gregory A. Kiker, A. Emanuelsson, Igor Linkov
2011 J jnl
Integration of Decision Analysis and Scenario Planning for Coastal Engineering and Climate Change.
IEEE Trans. Syst. Man Cybern. Part A
Christopher W. Karvetski, James H. Lambert, Jeffrey M. Keisler, Igor Linkov
2010 J jnl
Multi-Criteria Spatial Decision Support System DECERNS: Application to Land Use Planning.
Int. J. Inf. Syst. Soc. Chang.
Boris Yatsalo, Vladimir Didenko, Alexander Tkachuk, Sergey Gritsyuk, Oleg Mirzeabasov, Valeria Slipenkaya, Alexey Babutski, Irina Pichugina, Terry Sullivan, Igor Linkov
2009 B conf
Cognitive Barriers in Floods Risk Perception and Management: A Mental Modeling Framework and Illusatrative Example.
SMC
Igor Linkov, Matthew D. Wood, Todd Bridges, Daniel Kovacs, Sarah Thorne, Gordon Butte
2007 — conf
DECERNS: Methodology and Software for Risk-Based Land Use Planning and Decision Support.
EnviroInfo (2)
Alexandre Grebenkov, Boris Yatsalo, Terry Sullivan, Igor Linkov