An analysis of economic losses from cyberattacks: based on input–output model and production function

Kokaji, Akiyoshi; Goto, Atsuhiro

doi:10.1186/s40008-022-00286-4

Cited by 6 publications

(2 citation statements)

References 1 publication

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“…However, research on the economic damage caused by cyber-attacks has mainly focused on the companies that have been attacked, and the spillover damage to other sectors has not been sufficiently explored in the scientific literature. In this context, [6] study analyzed economic costs from cyber-attacks in Japan using production function and input-output model to improve damage prediction accuracy and various national measures. First, the article developed a method for estimating annual direct losses by industry using a production function.…”

Section: Discussionmentioning

confidence: 99%

The input-output analysis for the wholesale and retail trade industry of the Kazakhstan statistics

Kerimkhulle

Saliyeva²,

Makhazhanova³

et al. 2023

E3S Web of Conf.

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In this paper has been studied a two-sector input-output model between Wholesale and retail trade industry and Rest of economics. Here, the distribution of the total Input transactions between supply agents of Produce / selling, Gross value added and Import and the distribution of the total Output transactions between Purchase / buying, Final demand and Export consumer agents of the wholesale and retail trade industry create overheating and cooling uncertainty problems of national economy and problems of moderate and critical management of national economy. Particularly identified, – the convergence phase for Produce / selling transactions from 0.577 (or 14.89%) in 1995 to 3.849 U.S. billion dollars (or 14.29%) in 2011 to the state of Equilibrium growth and the divergence phase from 3.779 (or 14.11%) in 2012 to 0.569 U.S. billion dollars (or 3.10%) in 2018 from the state of Equilibrium growth, and also in accordance with the rules of “three sigma” from 24 years of observation in 20 years they were in the cooling zone of the economy beyond the level of critical manageability for flows and for the structure Produce / selling transactions of wholesale and retail trade industry of Kazakhstan economy.

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Section: Discussionmentioning

confidence: 99%

The input-output analysis for the wholesale and retail trade industry of the Kazakhstan statistics

Kerimkhulle

Saliyeva²,

Makhazhanova³

et al. 2023

E3S Web of Conf.

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“…However, transmitting images to cloud services introduces considerable information leakage risks for agricultural drones 2 , as evidenced by statistical data. These vulnerabilities have led to significant economic impacts, reshaping the economic landscape with escalating global expenses and average cyber insurance claims [3][4][5] .…”

Section: Introductionmentioning

confidence: 99%

Agricultural Unmanned Aerial Vehicle image transmission protection scheme based on hybrid hyperchaos and Bonouille-DCT compressed sensing

Zhou,

Xia,

Lin

et al. 2024

Preprint

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This study introduces the Two-Dimensional Hybrid Chaotic Fourier Series and Nonlinear Coupled Oscillator Model (2- DHOCFSANCOM), which is integrated with compressed sensing technology, aiming to address the challenge of slow encryption speeds in agricultural Unmanned Aerial Vehicles (UAVs). The principal challenge in enhancing encryption speed is the inher- ently limited capacity of traditional chaos-based systems coupled with the complexity of their computational processes. By employing a sophisticated two-dimensional hybrid chaotic system, the 2-DHOCFSANCOM significantly enhances the security of image transmission in agricultural drones. This model surpasses existing chaos-based methods by integrating advanced Fourier series and nonlinear coupled oscillators, achieving improved pseudo-randomness and robustness in encryption. Moreover, incorporating the Bonouille function into the Discrete Cosine Transform (DCT) domain results in a sparser measurement matrix, which is pivotal for enabling efficient real-time encryption. The effectiveness of 2-DHOCFSANCOM in securely encrypting images from agricultural drones has been rigorously validated through simulations and analytical evaluations, employing sophisticated row, rotation, and matrix encryption techniques. Comparative analyses have further confirmed its enhanced safety performance. Compared to other models, the 2-DHOCFSANCOM demonstrates a notably higher Lyapunov exponent of 15.1039 and a sample entropy of 2.5, evidencing its superior chaotic performance and reliability in encryption.

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Hardware-in-Loop (HIL) Testbed Design of Thermal Power Plant for Threat Modeling and Attack Vector Analysis

Mathew,

Kazi

2024

International Journal of Critical Infrastructure Protection

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An analysis of economic losses from cyberattacks: based on input–output model and production function

Cited by 6 publications

References 1 publication

The input-output analysis for the wholesale and retail trade industry of the Kazakhstan statistics

The input-output analysis for the wholesale and retail trade industry of the Kazakhstan statistics

Agricultural Unmanned Aerial Vehicle image transmission protection scheme based on hybrid hyperchaos and Bonouille-DCT compressed sensing

Hardware-in-Loop (HIL) Testbed Design of Thermal Power Plant for Threat Modeling and Attack Vector Analysis

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