WebPPJoin (Position Prefix Join) [XWLY08] is an efficient approach for regular record linkage exploiting several filters to reduce the search space; its efficiency has been confirmed in WebAug 17, 2024 · P4Join is a privacy-preserving variant of PPJoin; it adapts PPJoin’s filtering to be applied over encoded bit vectors by hashing the original records into signatures. This prevents parties other than the data owner from seeing records in clear and obfuscates the raw content of records, however, it only achieves preliminary security, susceptible to …
Runtime in minutes for P4Join with different filters compared with …
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S3J: A Parallel Semi-Stream Similarity Join - Auckland
WebAug 17, 2024 · Entity resolution is the task of disambiguating records that refer to the same entity in the real world. In this work, we explore adapting one of the most efficient and … WebAug 17, 2024 · Entity resolution is the task of disambiguating records that refer to the same entity in the real world. In this work, we explore adapting one of the most efficient and accurate Jaccard-based entity resolution algorithms - PPJoin, to the private domain via homomorphic encryption. Towards this, we present our precise adaptation of PPJoin … Weband Dice, AdaptJoin is preferable for big datasets; PPJoin and AdaptJoin perform better for small datasets with high and low thresholds respectively. 3. BACKGROUND 3.1 The Trie … dauphin manitoba residential school