merge
Daubert-eligibleTier 2FUMA + CKA / REEF
Merge-forensics literature · arXiv 2024
Description
Forensic detection of model merges and lineage via centered kernel alignment between candidate parent models and a target.
Technical signature
in: (candidate_parents[], target) → out: { lineage_graph }Adversarial robustness
Defeated by post-merge SFT large enough to overwhelm shared representations.
Daubert eligibility
Method is peer-reviewed, has published error rates, and is reproducible from the chain-of-custody hash. Eligible for Tier-A admissibility packaging. Ultimate admissibility is the court's determination.