J. Virta

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Data Curation & Synthetic Data (1)Red-Teaming & Adversarial Robustness (1)

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Katariina Perkonoja (1)

Papers (1)

May 6, 2026

Katariina Perkonoja +12w ago

Data anonymization in the presence of outliers via invariant coordinate selection

Standard data anonymization techniques crumble when outliers are present; ICSA offers a robust alternative that maintains utility while providing stronger privacy guarantees.

Katariina Perkonoja, J. Virta

Constitutional AI & AI Ethics Data Curation & Synthetic Data Red-Teaming & Adversarial Robustness

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J. Virta

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)