INTRUSION-DETECTION APPROACH VIA ADAPTIVE PREDICTION

被引：9

作者：

AHMED, N ^{[1
]}

FOGLER, RJ ^{[1
]}

SOLDAN, DL ^{[1
]}

ELLIOTT, GR ^{[1
]}

BOURGEOIS, NA ^{[1
]}

机构：

[1] SANDIA LABS,ALBUQUERQUE,NM 87115

来源：

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS | 1979年 / 15卷 / 03期

关键词：

D O I：

10.1109/TAES.1979.308837

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

We introduce the notion of using adaptive (digital) prediction in an intrusion-detection application, where stimuli due to intruders are transient signals. The basic idea is to use an adaptive digital predictor for removing correlated noise. As such, this approach assists in reducing false (nuisance) alarms in the absence of intruder stimuli. It also yields an improvement in signal-to-noise ratio when intruder stimuli are present, thereby assisting in their detection. The performance of this approach is assessed in terms of a fixed-point arithmetic simulation. Some aspects of a corresponding hardware implementation that involves a commercial microprocessor are also included. Copyright © 1979 by The Institute of Electrical and Electronics Engineers. Inc.

引用

页码：430 / 438

页数：9

共 12 条

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[2]

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[3]

ELLIOTT GR, 1976, SAND760360 SAND LAB

[4]

HAMMING RW, 1977, DIGITAL FILTERS, pCH3

[5]

MAKHOUL J, 1978, IEEE T ACOUST SPEECH, V26, P304, DOI 10.1109/TASSP.1978.1163096

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ONEAL, JB .

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[8]

Papoulis A., 1965, PROBABILITY RANDON V

[9]

SCHWARTZ M, 1975, SO FARMERS ALLIANCE, pCH5

[10]

SIMPSON JE, 1978, SAND771866 SAND LAB

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