Interface Detector Based on Vaccination Strategy for Anomaly Detection

Interface detector is an enhanced negative selection algorithm with online adaptive learning under small training samples for anomaly detection. It has better detection performance when it has an appropriate self-radius. Otherwise, overfitting or underfitting would occur. In the present paper, an im...

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Bibliographic Details
Main Authors: Yinghui Liu, Dong Li, Yuan Wei, Hongli Zhang
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2020/2106576