LFPM mitigates backdoors in model merging by optimizing an anti-backdoor task vector in feature space under the Cross-Task Linearity framework to suppress backdoors without major clean-task degradation.
Backdoor vectors: a task arithmetic view on backdoor attacks and defenses.arXiv preprint arXiv:2510.08016,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
From Parameters to Feature Space: Task Arithmetic for Backdoor Mitigation in Model Merging
LFPM mitigates backdoors in model merging by optimizing an anti-backdoor task vector in feature space under the Cross-Task Linearity framework to suppress backdoors without major clean-task degradation.