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cs.IT2022
Database Matching Under Adversarial Column Deletions
Serhat Bakirtas, Elza Erkip
The de-anonymization of users from anonymized microdata through matching or aligning with publicly-available correlated databases has been of scientific interest recently. While mo…
cs.IT2022★ 1 cited
Matching of Markov Databases Under Random Column Repetitions
Serhat Bakirtas, Elza Erkip
Matching entries of correlated shuffled databases have practical applications ranging from privacy to biology. In this paper, motivated by synchronization errors in the sampling of…
cs.IT2022
Seeded Database Matching Under Noisy Column Repetitions
Serhat Bakirtas, Elza Erkip
The re-identification or de-anonymization of users from anonymized data through matching with publicly-available correlated user data has raised privacy concerns, leading to the co…