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Natasha Fernandes

20 papers hereh-index 8290 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author11
  • last author1

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CR14
  • cs.LG4
  • cs.IT1
  • eess.AS1
same name
  • Natasha Fernandes — 1 paper, h 1
  • Natasha Fernandes — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFlexible and scalable privacy assessment for very large datasets, with an application to official governmental microdata

15 citations · 42 across the 15 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.CR2019

Utility-Preserving Privacy Mechanisms for Counting Queries

Natasha Fernandes, Kacem Lefki, Catuscia Palamidessi

Differential privacy (DP) and local differential privacy (LPD) are frameworks to protect sensitive information in data collections. They are both based on obfuscation. In DP the no…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.