About: Datafly algorithm

Facets (new session)
Description
Metadata
Settings
- Rule:
- Inverse Functional Properties:
- "Same As":

About: Datafly algorithm Goto Sponge NotDistinct Permalink

An Entity of Type : dbo:Software, within Data Space : dbpedia.org associated with source document(s)
QRcode icon

http://dbpedia.org/describe/?url=http%3A%2F%2Fdbpedia.org%2Fresource%2FDatafly_algorithm

Datafly algorithm is an algorithm for providing anonymity in medical data. The algorithm was developed by Latanya Arvette Sweeney in 1997−98. Anonymization is achieved by automatically generalizing, substituting, inserting, and removing information as appropriate without losing many of the details found within the data. The method can be used on-the-fly in role-based security within an institution, and in batch mode for exporting data from an institution.Organizations release and receive medical data with all explicit identifiers—such as name—removed, in the erroneous belief that patient confidentiality is maintained because the resulting data look anonymous. However the remaining data can be used to re-identify individuals by linking or matching the data to other databases or by looking a

Attributes	Values
rdf:type	software
rdfs:label	Datafly algorithm (en)
rdfs:comment	Datafly algorithm is an algorithm for providing anonymity in medical data. The algorithm was developed by Latanya Arvette Sweeney in 1997−98. Anonymization is achieved by automatically generalizing, substituting, inserting, and removing information as appropriate without losing many of the details found within the data. The method can be used on-the-fly in role-based security within an institution, and in batch mode for exporting data from an institution.Organizations release and receive medical data with all explicit identifiers—such as name—removed, in the erroneous belief that patient confidentiality is maintained because the resulting data look anonymous. However the remaining data can be used to re-identify individuals by linking or matching the data to other databases or by looking a (en)
dct:subject	Anonymity Articles with example pseudocode Obfuscation Privacy Medical records Data protection Datasets
Wikipage page ID	41681290 (xsd:integer)
Wikipage revision ID	1109681206 (xsd:integer)
Link from a Wikipage to another Wikipage	Algorithm Anonymity Vector (mathematics and physics) Input (computer science) Quasi-identifier Function (mathematics) Batch processing Identifier Table (database) Articles with example pseudocode Obfuscation Privacy Tuple List (abstract data type) Database Attribute (computing) Medical records Data protection Datasets Field (computer science) Sequence Row (database) Value (computer science) Latanya Arvette Sweeney Output (computing) Import and export of data Physician–patient privilege Role-based access control
Link from a Wikipage to an external page	http://cs.utdallas.edu/dspl/cgi-bin/toolbox/javadoc/datafly/Datafly.html
sameAs	Datafly algorithm Datafly algorithm Datafly algorithm Datafly algorithm
dbp:wikiPageUsesTemplate	dbt:Reflist
has abstract	Datafly algorithm is an algorithm for providing anonymity in medical data. The algorithm was developed by Latanya Arvette Sweeney in 1997−98. Anonymization is achieved by automatically generalizing, substituting, inserting, and removing information as appropriate without losing many of the details found within the data. The method can be used on-the-fly in role-based security within an institution, and in batch mode for exporting data from an institution.Organizations release and receive medical data with all explicit identifiers—such as name—removed, in the erroneous belief that patient confidentiality is maintained because the resulting data look anonymous. However the remaining data can be used to re-identify individuals by linking or matching the data to other databases or by looking at unique characteristics found in the fields and records of the database itself. The Datafly algorithm has been criticized for trying to achieve anonymization by overgeneralization. The algorithm selects the attribute with the greatest number of distinct values as the one to generalize first. (en)
gold:hypernym	Algorithm
prov:wasDerivedFrom	wikipedia-en:Datafly_algorithm?oldid=1109681206&ns=0
page length (characters) of wiki page	5020 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Datafly_algorithm
is Link from a Wikipage to another Wikipage of	Health informatics Latanya Sweeney
is foaf:primaryTopic of	wikipedia-en:Datafly_algorithm

Faceted Search & Find service v1.17_git145 as of Aug 30 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 08.03.3331 as of Sep 2 2024, on Linux (x86_64-generic-linux-glibc212), Single-Server Edition (378 GB total memory, 50 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software