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SYSTEMS, APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR GPS SPOOFING DETECTION

发明专利审中
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20权利要求 · 3 独立
§ Ⅰ

卷宗概要

发明人

Ramkumar Rajendran; Kalimulla Khan; Kirupakar J; Saravana Samy; Robert Son; Shajahan Sheriff; Saurabh Jindal

IPC 分类

G1S 19/21G6N 3/45G6N 3/88G6N 20/20

CPC 分类

G1S19/215G6N3/45G6N3/88G6N20/20

Systems, apparatuses, methods, and computer program products are provided herein. For example, a method may include access aviation specification data. In some embodiments, the method may include training a generative machine learning model using aviation specification data. In some embodiments, the method may include generating synthetic aviation data using the generative machine learning model. In some embodiments, the method may include training one or more global positioning system (GPS) spoofing detection machine learning models using the synthetic aviation data and historical aviation operations data. In some embodiments, the method may include deploying a first GPS spoofing detection machine learning model of the one or more GPS spoofing detection machine learning models to an edge-based device.

原文(中文)

Systems, apparatuses, methods, and computer program products are provided herein. For example, a method may include access aviation specification data. In some embodiments, the method may include training a generative machine learning model using aviation specification data. In some embodiments, the method may include generating synthetic aviation data using the generative machine learning model. In some embodiments, the method may include training one or more global positioning system (GPS) spoofing detection machine learning models using the synthetic aviation data and historical aviation operations data. In some embodiments, the method may include deploying a first GPS spoofing detection machine learning model of the one or more GPS spoofing detection machine learning models to an edge-based device.