System and method for determining anomaly source in cyber-physical system having certain characteristics

Systems and methods for determining a source of anomaly in a cyber-physical system (CPS) are disclosed. A forecasting tool can obtain a plurality of CPS feature values during an input window and forecast the plurality of CPS feature values for a forecast window. An anomaly identification tool can de...

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Hauptverfasser: FILONOV PAVEL VLADIMIROVICH, DEMIDOV NIKOLAJ NIKOLAEVICH, SHALYGA DMITRIJ KONSTANTINOVICH, VORONTSOV ARTEM MIKHAJLOVICH, IVANOV DMITRIJ ALEKSANDROVICH, LAVRENTEV ANDREJ BORISOVICH, SHKULEV VYACHESLAV IGOREVICH
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creator FILONOV PAVEL VLADIMIROVICH
DEMIDOV NIKOLAJ NIKOLAEVICH
SHALYGA DMITRIJ KONSTANTINOVICH
VORONTSOV ARTEM MIKHAJLOVICH
IVANOV DMITRIJ ALEKSANDROVICH
LAVRENTEV ANDREJ BORISOVICH
SHKULEV VYACHESLAV IGOREVICH
description Systems and methods for determining a source of anomaly in a cyber-physical system (CPS) are disclosed. A forecasting tool can obtain a plurality of CPS feature values during an input window and forecast the plurality of CPS feature values for a forecast window. An anomaly identification tool can determine a total forecast error for the plurality of CPS features in the forecast window, identify ananomaly in the cyber-physical system when the total forecast error exceeds a total error threshold, and identify at least one CPS feature as the source of the anomaly. 确定信息物理系统(CPS)中异常源的系统和方法。预测工具可以在输入窗口期间获取多个CPS特征值,以及预测预测窗口的多个CPS特征值。异常识别工具可以确定预测窗口中多个CPS要素的总预测误差,在总预测误差超过总误差阈值时识别信息物理系统中的异常,并确定至少一个CPS特征作为异常源。
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
title System and method for determining anomaly source in cyber-physical system having certain characteristics
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