Parsing inflected forms may not always work as expected. If the following does not give the correct word, try Latin Words or Perseus.
ĕrĭ-fŭga (less correctly, heri-), ae, m. (erus-fugio), a runaway, a slave who absconds from his master: erifugae Famuli, Cat. 63, 51.