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We introduce a novel anomaly search method based on (i) jet tagging to selectinteresting events, which are less likely to be produced by backgroundprocesses; (ii) comparison of the untagged and tagged samples to single outfeatures (such as bumps produced by the decay of new particles) in the latter.We demonstrate the usefulness of this method by applying it to a final statewith two massive boosted jets: for the new physics benchmarks considered, thesignal significance increases an order of magnitude, up to a factor of 40. Wecompare to other anomaly detection methods in the literature and discusspossible generalisations.

Anomaly detection from mass unspecific jet tagging