{"title":"Threat assessment for GPS navigation","authors":"S. Stubberud, K. Kramer","doi":"10.1109/INISTA.2014.6873632","DOIUrl":null,"url":null,"abstract":"GPS navigation and guidance has become more prevalent in critical systems such as UAV and shipping. Attacks on GPS are now becoming of greater concern. In this paper, an evidence accrual system is discussed that looks to identify when a GPS navigation system may be compromised. The techniques use a novel fuzzy Kalman filter to drive the evidence generation in conjunction with an image-based correlation technique. The image correlation provides a pattern recognition for complex observations that avoids the identification and development of complex functions. This new evidence accrual system is applied to realistic and complex GPS attack problems.","PeriodicalId":339652,"journal":{"name":"2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings","volume":"151 ","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INISTA.2014.6873632","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

GPS navigation and guidance has become more prevalent in critical systems such as UAV and shipping. Attacks on GPS are now becoming of greater concern. In this paper, an evidence accrual system is discussed that looks to identify when a GPS navigation system may be compromised. The techniques use a novel fuzzy Kalman filter to drive the evidence generation in conjunction with an image-based correlation technique. The image correlation provides a pattern recognition for complex observations that avoids the identification and development of complex functions. This new evidence accrual system is applied to realistic and complex GPS attack problems.
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GPS导航威胁评估
GPS导航和制导在无人机和航运等关键系统中变得越来越普遍。对GPS的攻击现在变得越来越令人担忧。在本文中,我们讨论了一个证据累积系统,它可以识别GPS导航系统何时可能受到损害。该技术使用了一种新的模糊卡尔曼滤波器来驱动证据的生成,并结合了基于图像的相关技术。图像相关为复杂观测提供了一种模式识别,避免了复杂函数的识别和发展。这种新的证据积累系统应用于实际复杂的GPS攻击问题。
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