SurvAttack uses ontology-guided additions, removals, and replacements of medical codes to flip the survival-time rankings predicted by black-box survival models.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
SurvAttack: Black-Box Attack On Survival Models through Ontology-Informed EHR Perturbation
SurvAttack uses ontology-guided additions, removals, and replacements of medical codes to flip the survival-time rankings predicted by black-box survival models.