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A DETECTION METHOD FOR THE SUBLIMINAL CHANNEL UNDER THE EDGE COMPUTING

机译:边缘计算下次顶通道的检测方法

摘要

The invention of A detection method for the subliminal channel under the edge computing under the edge computing is published. This method mainly includes three steps. Firstly, Mel-frequency cepstral coefficients (MFCCs) features are generated; secondly, the subliminal channel identification system is trained to utilize machine learning method to classify the behavior of normal communication system or subliminal channel communication system; thirdly, the identification system is verified by inputting MFCCs features of specific equipment into identification system to test the recognition effect of the covert communication behavior of the submarine channel; The edge computing platform, as the control node of the edge network, collects the MFCCs features of the terminal, and conducts offline training and online decision-making. After that, the edge computing platform can identify whether a subliminal channel communication behavior has been issued while the edge computing platform communicates with the terminals. Besides, the advantages of this method are low computational complexity and high recognition accuracy.
机译:公开了一种边缘计算下边缘下潜通道检测方法的发明。该方法主要包括三个步骤。首先,生成梅尔频率倒谱系数(MFCC)特征。其次,训练潜意识信道识别系统,利用机器学习方法对正常通信系统或潜意识信道通信系统的行为进行分类。第三,通过将特定设备的MFCC特征输入识别系统,对识别系统进行验证,以测试海底通道秘密通信行为的识别效果。边缘计算平台作为边缘网络的控制节点,收集终端的MFCC功能,并进行离线培训和在线决策。之后,边缘计算平台可以识别在边缘计算平台与终端通信时是否已经发出了阈下信道通信行为。此外,该方法的优点是计算复杂度低,识别精度高。

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