{"title":"Measurement protection to prevent cyber–physical attacks against power system State Estimation","authors":"Harag Margossian, Ronald Kfouri, Rita Saliba","doi":"10.1016/j.ijcip.2023.100643","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100643","url":null,"abstract":"<div><p><span><span><span>Smart applications supporting modern power systems<span> are susceptible to cyber–physical attacks, particularly False Data Injection attacks that manipulate the input measurements of State Estimation (SE) compromising its output states. This paper proposes an </span></span>Integer Linear Programming formulation that protects an optimal number </span>of measurement units to prevent cyber–physical attacks, enhancing the robustness of SE. Our approach exhibits low complexity, applies to both linear and nonlinear SE, and converges rapidly toward the optimal solution. The formulation requires information about the </span>grid topology and measurement distribution but does not depend on the power flow equations. Also, the generalized formulation can be customized to consider distinct protection costs for all measurement types, various priorities for different measurements, and a range of measurements and pseudo-measurements. Simulations are performed on the widely used IEEE 14 and 118-bus systems to verify the approach for linear and nonlinear SE and illustrate its practicality.</p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"43 ","pages":"Article 100643"},"PeriodicalIF":3.6,"publicationDate":"2023-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138390757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shohreh Moradi , Md Muzahid Khan , Niamat Ullah Ibne Hossain , Mohammad Shamsuddoha , Alex Gorod
{"title":"Modeling and assessing seismic resilience leveraging systems dynamic approach: A case study of society 5.0","authors":"Shohreh Moradi , Md Muzahid Khan , Niamat Ullah Ibne Hossain , Mohammad Shamsuddoha , Alex Gorod","doi":"10.1016/j.ijcip.2023.100639","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100639","url":null,"abstract":"<div><p>Society 5.0 is a transformation strategy centered on integrating digital technologies unveiled by the Japanese government to create a human-centric society for economic development and mitigate sustainability issues. Since societies are constantly exposed to various natural disasters like earthquakes, many precautions must be taken both before and after a disaster to minimize the damage. Seismic resilience is one of the practical assessments that may be taken in this regard. Quantifying the functionality of seismic resilience requires a systematic examination of the relevant components and their functional impact. We present a framework based on fragility, consequence and recoverability stages for evaluating the impact of a component on its functionality for earthquake events. Within this study, we introduce a novel set of indicators, which are derived from the key variables impacted by earthquakes, including hospitals, grids, and infrastructures. To that end, we have developed a system dynamics<span> (SD) model to assess earthquake resilience in the context of Society 5.0, considering three earthquake magnitudes (7, 8, and 9 Mw) to simulate societal seismic resilience. We also perform sensitivity analysis to validate the outcomes of the policy simulations. Our findings affirm that by scrutinizing the seismic resilience of critical infrastructure and proposing relevant policies, it is possible to minimize disaster-related damage. This represents a pragmatic step forward in the field of disaster risk management.</span></p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"43 ","pages":"Article 100639"},"PeriodicalIF":3.6,"publicationDate":"2023-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91964464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Armin Aalirezaei , Dr. Golam Kabir , Md Saiful Arif Khan
{"title":"Dynamic predictive analysis of the consequences of gas pipeline failures using a Bayesian network","authors":"Armin Aalirezaei , Dr. Golam Kabir , Md Saiful Arif Khan","doi":"10.1016/j.ijcip.2023.100638","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100638","url":null,"abstract":"<div><p>Modern natural gas pipeline failures constitute devastating disasters, as they can result in cascading secondary crises. Therefore, reduction of buried gas pipeline's reliability, has become a major concern among stakeholders and researchers in recent years. This study employs a dynamic Bayesian network to investigate the consequences of natural gas pipeline failures. We consider seven parent nodes—age, diameter, length, depth, population, time of occurrence, and land use—and twelve consequence factors to analyze the overall losses stemming from pipeline failure. The proposed model can handle both static and dynamic systems using quantitative and/or qualitative data. To demonstrate the applicability and effectiveness of our developed model, we analyze the gas pipeline network of Regina in Saskatchewan, Canada. The results show that age and diameter are the two most important and sensitive parameters. The developed Bayesian network model will aid decision-makers in effectively managing and improving the reliability of their assets.</p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"43 ","pages":"Article 100638"},"PeriodicalIF":3.6,"publicationDate":"2023-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91964469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Russian-Ukraine armed conflict: Lessons learned on the digital ecosystem","authors":"Itzhak Aviv , Uri Ferri","doi":"10.1016/j.ijcip.2023.100637","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100637","url":null,"abstract":"<div><p>Since February 2022, the Russian-Ukrainian armed conflict significantly impacted the digital landscape. This study examines the conflict's impacts on the local and global digital ecosystem. Using grey literature, we analyzed English-language data sources primarily published between November 2022 and April 2023, which were based on data sources from the commencement of the conflict to the publication date. The investigation reveals insights into four categories: cyber and kinetic warfare, telecommunications, IT and cloud computing, digital geopolitics and resilience. The main insight in cyber warfare is that cyber attacks on Ukraine's digital infrastructure were only partially effective despite the massive involvement of cybercrime groups implementing adaptive wiping and DDoS attacks on behalf of national interests. The cyber defense success resulted from the allies' support for Ukraine and a well-established and implemented national cybersecurity strategy. Kinetic attacks against data centers have accelerated the migration of data and applications to cloud computing. The most incredible legacy of the current conflict is the positive paradigm shift in the cloud's security and privacy capabilities for sensitive systems' continuous operation as an alternative to system disability in locally destroyed data centers. The third insight reveals Telecom's reliance on satellite network suppliers and mobile power equipment, such as High-Capacity batteries, which are in shortage worldwide. Digital geopolitics alters the paradigms of digital resilience. Global tech companies assume the role of digital nations and superpowers while taking sides. During the conflict, we observe for the first time in practice the digital blockade by global techies of one side of the conflict and the digital support of the other, thereby shaping paradigms regarding digital sovereignty as digital resilience.</p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"43 ","pages":"Article 100637"},"PeriodicalIF":3.6,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91964468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Protocol study and anomaly detection for server-driven traffic in SCADA networks","authors":"Chih-Yuan Lin, S. Nadjm-Tehrani","doi":"10.1016/j.ijcip.2023.100612","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100612","url":null,"abstract":"","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"42 1","pages":"100612"},"PeriodicalIF":3.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54358363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Impacts of 5G on cyber-physical risks for interdependent connected smart critical infrastructure systems","authors":"Paola Vargas, I. Tien","doi":"10.1016/j.ijcip.2023.100617","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100617","url":null,"abstract":"","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"42 1","pages":"100617"},"PeriodicalIF":3.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54358427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Impacts of 5G on cyber-physical risks for interdependent connected smart critical infrastructure systems","authors":"Paola Vargas, Iris Tien","doi":"10.1016/j.ijcip.2023.100617","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100617","url":null,"abstract":"<div><p>5 G technology promises a wide range of benefits for critical infrastructure (CI), including improved reliability, increased efficiency, cost savings, and increased worker safety. However, it also brings many new risks that CI owners and operators must be prepared for to facilitate effective risk mitigation and response. These risks, however, have not been systematically assessed for CI systems. This paper investigates how the cyber-physical risk landscape will be impacted by 5 G for four major CI sectors in detail: smart transportation, smart water, smart power, and smart oil and gas networks. Compared to prior work only examining a single CI network, the authors present a comprehensive assessment of the types of threats that these sectors can expect based on past incidents, the new vulnerabilities introduced by 5 G and existing vulnerabilities exacerbated by the introduction of more connected devices, along with mitigation recommendations for each risk. Risks associated with the rollout of and transition to 5 G, risks from 5 G network disruptions, cyberattack risks, and privacy risks are included. While each of the sectors has a unique risk profile, general themes also emerged across multiple CI networks. Notably, there will be an increased number of threat vectors from smart devices reliant on the telecommunications network to provide monitoring and control of infrastructure services. Because many of these devices are accessible by the public, the risk of social engineering attacks and vulnerability to physical hacking are exacerbated. Successful risk mitigation requires collaboration among CI's many stakeholders to implement security measures at the interfaces between connected devices to limit the access to assets in case one security measure is successfully bypassed. Due to the increased interdependencies between CI networks, operators must create backup plans to keep the most essential services running on a smaller bandwidth in case of a 5 G outage or similar failure. As 5 G capabilities continue to develop and the risk landscape evolves, ongoing research is needed and CI owners and operators should be prepared to update security measures to remain ahead of identified risks and threats.</p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"42 ","pages":"Article 100617"},"PeriodicalIF":3.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192905","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Markus Heinrich , Arwed Gölz , Tolga Arul , Stefan Katzenbeisser
{"title":"Rule-based anomaly detection for railway signalling networks","authors":"Markus Heinrich , Arwed Gölz , Tolga Arul , Stefan Katzenbeisser","doi":"10.1016/j.ijcip.2023.100603","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100603","url":null,"abstract":"<div><p><span>We propose a rule-based anomaly detection<span> system for railway signalling that mitigates attacks by a Dolev-Yao attacker who is able to inject control commands to perform semantic attacks by issuing licit but mistimed control messages. The system as well mitigates the effects of a signal box compromised by an attacker with the same effect. We consider an attacker that could cause train derailments and collisions, if our </span></span>countermeasure<span> is not employed. We apply safety principles of railway operation to create a distributed anomaly detection system that inspects incoming commands on the signals and points. The proposed anomaly detection system detects mistimed control messages against light signals, points and train detection systems that lead to derailments and collisions without producing false positives, while it requires only a small amount of overhead in terms of network communication and latency compared to normal train operation.</span></p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"42 ","pages":"Article 100603"},"PeriodicalIF":3.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Suleman Khan, G. S. Gaba, An Braeken, Pardeep Kumar, A. Gurtov
{"title":"AKAASH: A realizable authentication, key agreement, and secure handover approach for controller-pilot data link communications","authors":"Suleman Khan, G. S. Gaba, An Braeken, Pardeep Kumar, A. Gurtov","doi":"10.1016/j.ijcip.2023.100619","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100619","url":null,"abstract":"","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"42 1","pages":"100619"},"PeriodicalIF":3.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54358456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Systemic risk mitigation strategy for power grid cascade failures using constrained spectral clustering","authors":"Mohamed Salama , Wael El-Dakhakhni , Michael Tait","doi":"10.1016/j.ijcip.2023.100622","DOIUrl":"https://doi.org/10.1016/j.ijcip.2023.100622","url":null,"abstract":"<div><p>Power grids are prone to damage induced by natural or anthropogenic hazard events that might disrupt the functionality of key/multiple grid components concurrently, resulting in a chain of cascade failures spreading throughout the grid. Through integrating grid operation-guided with structure-driven modeling strategies, the current study proposes an approach to manage the risks of such cascade failure (known as <em>systemic-risks</em><span>) to minimize the possibility of large-scale catastrophic blackouts. The operation-guided modeling strategy is implemented through dispatch and load shedding to rebalance power demand and supply after disruptive events. On the other hand, the grid structure-driven modeling strategy adopted intentional controlled islanding approach through employing a constrained spectral clustering<span><span> algorithm. Introducing the latter algorithm within the integrated (operation + structure) cascade failure model facilitated identifying the optimal cut-set lines to separate the grid into a group of functioning sub-grids following initial failure and prior to cascade propagation. To demonstrate the utility of the developed systemic risk management strategy, an actual power grid was simulated using a high-fidelity physics-based model under different disruption scenarios to compare the cascade failure size with and without strategy implementation, considering different numbers of sub-grids. The simulations demonstrate that the integrated (dispatch & load shedding-controlled islanding) strategy can effectively boost the overall grid robustness, and subsequently its resilience, and effectively manage catastrophic blackout </span>systemic risks.</span></span></p></div>","PeriodicalId":49057,"journal":{"name":"International Journal of Critical Infrastructure Protection","volume":"42 ","pages":"Article 100622"},"PeriodicalIF":3.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}