Systematic survey of advanced metering infrastructure security: Vulnerabilities, attacks, countermeasures, and future vision

Shokry, Mostafa; Awad, Ali Ismail; Abd-Ellah, Mahmoud Khaled; Khalaf, Ashraf A. M.

doi:10.1016/j.future.2022.06.013

Cited by 31 publications

(16 citation statements)

References 94 publications

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“…En el contexto de los sistemas de AMI, Shokry et al (2022) destacan la importancia de los IDS debido a la gran cantidad de ataques en sus distintas capas. Corroborando esta idea, Corallo et al (2020) sugieren que la implementación de IDS podría disminuir el robo de secretos industriales y propiedad intelectual.…”

Section: Discussionunclassified

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Análisis integral de los sistemas de detección de intrusos y sus algoritmos asociados en la seguridad de la información

Enciso Suárez,

Portilla Rodriguez,

Mendoza de los Santos

2023

ING

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El estudio se enfoca principalmente en el análisis y la comparación de las técnicas de detección de intrusiones en entornos de red, con el objetivo de evaluar el impacto de los sistemas de detección de intrusiones (SDI) en la protección de datos. También se busca comprender cómo estas técnicas se han adaptado a las amenazas emergentes y evaluar su eficacia en la detección de actividades maliciosas. Para lograrlo, se realizó una revisión sistemática de documentos almacenados en las bases de datos de IEEE Xplore, Redalyc y ScienceDirect entre los años 2019 y 2023. El análisis revela que las técnicas de detección de intrusiones han evolucionado de manera significativa para enfrentar las amenazas cibernéticas en constante cambio. En particular, las técnicas basadas en el aprendizaje automático y el análisis de comportamiento han demostrado ser eficaces en la reducción de falsos positivos. Sin embargo, para mantenerse al día con las amenazas, se requiere una gestión constante y la actualización de estas técnicas. Además, se ha determinado que la detección de intrusiones es crucial para la seguridad cibernética. Esto se debe a que, en un entorno cibernético en constante evolución, donde las amenazas avanzan rápidamente, los SDI ofrecen una defensa crítica al proporcionar visibilidad y protección continua contra posibles intrusiones o actividades maliciosas en tiempo real.

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Section: Discussionunclassified

“…Además, Shokry et al (2022) señalan la importancia del uso de IDS en los sistemas de la Infraestructura de Medición Avanzada (AMI) debido a que son susceptibles a ataques en varias capas. Por ejemplo, en la capa de hardware, pueden ocurrir ataques de Inyección SQL, DoS o DDoS.…”

Section: Sistemas Industriales (Ics Y Scada)unclassified

Análisis integral de los sistemas de detección de intrusos y sus algoritmos asociados en la seguridad de la información

Enciso Suárez,

Portilla Rodriguez,

Mendoza de los Santos

2023

ING

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“…Its countermeasures were access control and security of protocols (in terms of explicit names, unique encoding, and usage of timestamps). M. Shokry et al presented a systematic survey of AMI security from different areas such as the attacks, countermeasures, and open research [11]. The paper's uniqueness was identified to be comprehensive of different attacks on specific vulnerabilities of each AMI component and the system at large.…”

Section: Existing Review Papers On Ami Securitymentioning

confidence: 99%

“…AMI is an automated two-way communication structure that gathers metering information in utility set-up to improve the smart grid operations and the quality of power service received by customers [11]. Its data storage and communication method make the AMI system more vulnerable to different threats and cyber-physical attacks which require adequate and efficient security countermeasures.…”

Section: Privacy and Security Vulnerabilities Of Amimentioning

confidence: 99%

“…Despite one of the golden rules of cyber-physical security that: "a system risk is greater than the aggregate risk of its components because, the higher the number of its vulnerable components, the more difficult it becomes to trace the attacks"; identifying the possible attacks for the AMI components is still important [11,61] (Table 3).…”

Section: Customers' Gatewaymentioning

confidence: 99%

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Privacy and security of advanced metering infrastructure (AMI) data and network: a comprehensive review

Ajiboye,

Agyekum,

Frimpong

2024

J. Eng. Appl. Sci.

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The traditional electrical grid has to be digitally improved as digitalization and effective integration of renewable energy bring better efficiency, intelligence, and safety into the grid; hence, the transition from the traditional grid to a smart grid. A smart grid is a modernized and digitalized standard electrical infrastructure that has a key component known as the advanced metering infrastructure (AMI). AMI, also known as smart metering, is a key technological enabler of the smart grid that allows automatic collection and reporting of power-consumed data via two-way communication networks. However, the collected power consumption data is confidential; hence, its privacy must be maintained. Similarly, for the benefit of the smart grid to be consistently maximized, the AMI data and network security must always be intact despite the evolving threats and attacks targeted at it.This paper provides a comprehensive review of the existing vulnerabilities/attacks, security and privacy challenges associated with the smart metering data and network system, its open issues, and future direction. The major contributions of this review paper lie in the AMI vulnerabilities, AMI state-of-the-art security schemes with their pros and cons, its communication protocols analysis, and its emerging security measures. This gave enumerated recommendations for the efficiency improvement of AMI security in terms of its latency reduction while implementing efficient security measures in its future work.

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CORAS Model for Security Risk Assessment in Advanced Metering Infrastructure Systems

Shokry

Awad

Abd-Ellah

et al. 2022

Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022

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Systematic survey of advanced metering infrastructure security: Vulnerabilities, attacks, countermeasures, and future vision

Cited by 31 publications

References 94 publications

Análisis integral de los sistemas de detección de intrusos y sus algoritmos asociados en la seguridad de la información

Análisis integral de los sistemas de detección de intrusos y sus algoritmos asociados en la seguridad de la información

Privacy and security of advanced metering infrastructure (AMI) data and network: a comprehensive review

CORAS Model for Security Risk Assessment in Advanced Metering Infrastructure Systems

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