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Home/Authors/Ionut Hodoroaga

Ionut Hodoroaga

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

ML×1AI×1

Frequent co-authors

Andrada Gobeaja1×
Elena Burceanu1×
Marius Leordeanu1×

Research Timeline

2026
idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

The paper introduces a novel semantic fingerprinting approach using Semantic Correlation Descriptors (SCDs) to identify which specific datasets were used to train a model, demonstrating superior performance in membership inference.

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Papers

cs.LGcs.AIRecentMay 28, 2026

idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

Andrada Gobeaja, Ionut Hodoroaga, Elena Burceanu, Marius Leordeanu

The paper introduces a novel semantic fingerprinting approach using Semantic Correlation Descriptors (SCDs) to identify which specific datasets were used to train a model, demonstrating superior perfo…

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