Toward Evaluating the Dependability of Anomaly Detectors

Toward Evaluating the Dependability of Anomaly Detectors

This chapter contains sections titled: Introduction Background and Related Work The Issue of Ground Truth Composition of Training Data��-��;Impacts On Effectiveness Composition of Test Data��-��Impacts On Effectiveness Injection Issues Analyzing the Results Conclusion Acknowledgments References...

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Hauptverfasser: Kanoun, Karama, Spainhower, Lisa
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Sprache:eng
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anomaly detector dependability evaluation
correct‐rejection rates and receiver operating‐characteristic (ROC) curve
test data composition and effectiveness impacts
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description This chapter contains sections titled: Introduction Background and Related Work The Issue of Ground Truth Composition of Training Data��-��;Impacts On Effectiveness Composition of Test Data��-��Impacts On Effectiveness Injection Issues Analyzing the Results Conclusion Acknowledgments References
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source Wiley Online Library All Obooks; O'Reilly Online Learning: Academic/Public Library Edition
subjects anomaly detector dependability evaluation
correct‐rejection rates and receiver operating‐characteristic (ROC) curve
test data composition and effectiveness impacts
title Toward Evaluating the Dependability of Anomaly Detectors
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