Cyber Security of Smart Grids in the Context of Big Data and Machine Learning

机译：大数据和机器学习背景下的智能电网网络安全

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The power system can be seen as a cyber-physical system where big data plays a major role in managing the overwhelming volume of data underlining the importance of big data in both the power industry and security domain. In this article, it is presented the challenges of cyber security in power systems and machine learning techniques, like artificial neural networks, to prevent and overcome cyber-attacks. The motivation for choosing this topic resides in the evolution of power systems with the need for cyber security implementation.

机译：电力系统可以看作是一个网络物理系统，其中大数据在管理大量数据方面起着重要作用，突显了大数据在电力行业和安全领域中的重要性。在本文中，提出了预防和克服网络攻击的电力系统和机器学习技术（如人工神经网络）中的网络安全挑战。选择此主题的动机在于电力系统的发展以及对网络安全实施的需求。

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《International Conference on Control Systems and Computer Science》|2019年|61-67|共7页
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Delia Ioana Dogaru; Ioan Dumitrache;
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3. Putting the 'Smart' Back in Smart Grid-Cybersecurity for the Grid [J] . Johannes Lintzen Electric light & power . 2015,第1期

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4. Cyber Security of Smart Grids in the Context of Big Data and Machine Learning [C] . Delia Ioana Dogaru, Ioan Dumitrache International Conference on Control Systems and Computer Science . 2019

机译：在大数据和机器学习的背景下智能电网网络安全性
5. Enhancing the cyber-security of smart grids with applications to synchrophasor data [D] . Pal, Seemita. 2016

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6. Toward an Applied Cyber Security Solution in IoT-Based Smart Grids: An Intrusion Detection System Approach [O] . Xiao Chun Yin, Zeng Guang Liu, Lewis Nkenyereye, 2019

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7. Machine Learning-Based Intrusion Detection for Achieving Cybersecurity in Smart Grids Using IEC 61850 GOOSE Messages [O] . Taha Selim Ustun, S. M. Suhail Hussain, Ahsen Ulutas, 2021

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8. Guidelines for Smart Grid Cyber Security: Vol. 1, Smart Grid Cyber Security Strategy, Architecture, and High-Level Requirements. The Smart Grid Interoperability Panel Cyber Security Working Group [R] . 2010

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Cyber Security of Smart Grids in the Context of Big Data and Machine Learning

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