Work

PHM-Based Modeling for Cyberattack Classifier Performance

Year: 2024

Type: conference-paper

Abstract: This research implements Prognostics and Health Management (PHM) using multiple linear regression and multivariate time series models to monitor and predict when the performance of a Machine Learning-based cyberattack classifier might degrade to an unacceptable level, enabling preemptive maintenance strategies.

Source: Annual Conference of the PHM Society

DOI: 10.36001/phmconf.2024.v16i1.4177

Author: Priscila Silva

Institution: University of Massachusetts Dartmouth

Language: English

Topic: Reliability and Maintenance Optimization

Subfield: Safety, Risk, Reliability and Quality

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4404258523

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