Reinforcement learning for feedback-enabled cyber resilience

Y Huang, L Huang, Q Zhu - Annual reviews in control, 2022 - Elsevier
The rapid growth in the number of devices and their connectivity has enlarged the attack
surface and made cyber systems more vulnerable. As attackers become increasingly …

Supply chain resilience for vaccines: review of modeling approaches in the context of the COVID-19 pandemic

MS Golan, BD Trump, JC Cegan… - Industrial Management & …, 2021 - emerald.com
Purpose Despite rapid success in bringing SARS-CoV-2 vaccines to distribution by multiple
pharmaceutical corporations, supply chain failures in production and distribution can plague …

New challenges in supply chain management: cybersecurity across the supply chain

SA Melnyk, T Schoenherr, C Speier-Pero… - … Journal of Production …, 2022 - Taylor & Francis
Recent cybersecurity breaches have highlighted the resulting economic, political, and social
effects. These incidents highlight that cybersecurity is now a supply chain issue. This should …

Resilience in intelligent transportation systems (ITS)

AA Ganin, AC Mersky, AS Jin, M Kitsak… - … Research Part C …, 2019 - Elsevier
Many cities are adopting increasingly advanced Intelligent Transportation Systems (ITS).
These systems combine connectivity, coordination, adaptivity, and automated response for …

A linear model for optimal cybersecurity investment in Industry 4.0 supply chains

T Sawik - International Journal of Production Research, 2022 - Taylor & Francis
This paper presents a mixed integer linear programming formulation for optimisation of
cybersecurity investment in Industry 4.0 supply chains. Using a recursive linearisation …

Network-based assessment of metro infrastructure with a spatial–temporal resilience cycle framework

Z Xu, SS Chopra - Reliability Engineering & System Safety, 2022 - Elsevier
Urban public transportation systems tend to cripple when faced with challenges, such as
natural hazards and social unrest. It is imperative to engineer resilient public transportation …

Optimizing the resilience of interdependent infrastructures to regional natural hazards with combined improvement measures

J Kong, C Zhang, SP Simonovic - Reliability Engineering & System Safety, 2021 - Elsevier
Critical infrastructure systems are important for continuous functioning of the modern society.
This paper proposes a model for developing infrastructure resilience improvement strategy …

Tiered approach to resilience assessment

I Linkov, C Fox‐Lent, L Read, CR Allen, JC Arnott… - Risk …, 2018 - Wiley Online Library
Regulatory agencies have long adopted a three‐tier framework for risk assessment. We
build on this structure to propose a tiered approach for resilience assessment that can be …

To improve cyber resilience, measure it

A Kott, I Linkov - arXiv preprint arXiv:2102.09455, 2021 - arxiv.org
We are not very good at measuring--rigorously and quantitatively--the cyber security of
systems. Our ability to measure cyber resilience is even worse. And without measuring cyber …

[HTML][HTML] Cyber resilience in firms, organizations and societies

K Hausken - Internet of Things, 2020 - Elsevier
Cyber resilience involves most societal actors, ie organizations, individuals, threat actors,
governments, insurers, etc., at most levels of organization. Actors are embedded within each …