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idSCD: Identifying Training Datasets through Semantic Correlation Descriptors
Dataset-specific training traces are captured via semantic correlation descriptors (SCDs) that fingerprint dataset membership via internal semantic correlations, outperforming black-box and white-box baselines by over 60% ROC-AUC when semantic particularities differ.
Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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