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Vishnu Balachandran

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Preprint Jul 2026

Decodable but Not Detectable: A Leakage Fingerprint for Near-OOD Benchmarks

A corrected protocol and a validated leak diagnostic are presented, not a new OOD method: under the corrected protocol, perturbation signals are decodable but not detectable, and the perturbation method does not improve on plain Mahalanobis distance.

Vishnu Balachandran · 0 citations