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The Future of Data Protection in India - Part 1: A Roadmap for Regulators,

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cs.IT 1

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2025 1

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CONDITIONAL 1

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SKALD: Scalable K-Anonymisation for Large Datasets

cs.IT · 2025-05-06 · conditional · novelty 5.0

SKALD aggregates per-chunk equivalence-class histograms to perform k-anonymisation with a global view under limited RAM, reporting substantially lower DM* information loss than per-chunk ARX on synthetic data.

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  • SKALD: Scalable K-Anonymisation for Large Datasets cs.IT · 2025-05-06 · conditional · none · ref 6

    SKALD aggregates per-chunk equivalence-class histograms to perform k-anonymisation with a global view under limited RAM, reporting substantially lower DM* information loss than per-chunk ARX on synthetic data.