Poisson regression yields more stable forecasts for sparse vulnerability sightings than SARIMAX models, with severity scores from text models providing only limited gains.
Scoring vulnerabilities by leveraging activity data from the fediverse
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Modeling Sparse and Bursty Vulnerability Sightings: Forecasting Under Data Constraints
Poisson regression yields more stable forecasts for sparse vulnerability sightings than SARIMAX models, with severity scores from text models providing only limited gains.