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Everything about Data re-identification
Identifying an anonymized person from deanomized data
Data re-identification or de-anonymization is the practice of matching de-identified data with auxiliary data, in order to identify the individual to whom the data belongs. This is a concern because companies with privacy policies, health care providers, and financial institutions may release the data they collect after the data has gone through the de-identification process. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Data re-identificationA 5-minute orientation
- Skim a recent paper: The UNITE database for molecular identification and taxonomic communication of fungi and other eukaryotes: sequences, taxa and classifications reconsideredInfluential work since 2022
- Pick up a classic book: Bulletin of the United States Army Medical DepartmentThe most-reprinted book on the subject
- Read the landmark paper: A Systematic Review of Re-Identification Attacks on Health DataCited 359 times
- Go sideways: Latanya SweeneyA closely related topic
- Go sideways: De-identificationA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
A Systematic Review of Re-Identification Attacks on Health Data
CamStyle: A Novel Data Augmentation Method for Person Re-Identification
Multi-Pseudo Regularized Label for Generated Data in Person Re-Identification
Estimating the re-identification risk of clinical data sets
Patient-centric synthetic data generation, no reason to risk re-identification in biomedical data analysis
Complementary Data Augmentation for Cloth-Changing Person Re-Identification
Re-identification of individuals in genomic data-sharing beacons via allele inference
Re-identification of Smart Meter data
🆕 Influential since 2022
The UNITE database for molecular identification and taxonomic communication of fungi and other eukaryotes: sequences, taxa and classifications reconsidered
Doublet identification in single-cell sequencing data using scDblFinder
Fully-automated and ultra-fast cell-type identification using specific marker combinations from single-cell transcriptomic data
Inter-Domain Adaptation Label for Data Augmentation in Vehicle Re-Identification
Diversity feature constraint based on heterogeneous data for unsupervised person re-identification
📚 Books worth reading
Bulletin of the United States Army Medical DepartmentUnited States. Army Medical Service. · 1944
Cartesian meditationsEdmund Husserl, Dorion Cairns · 1960
Operations ManagementRoberta S. Russell, Bernard Taylor · 1998
Treaty Occupationay ToxicologySuelen Queiroz · 2010
The Conspirators HierarchyJohn Coleman · 1992- 📕Statistical disclosure controlAnco Hundepool · 2012
Computer Vision - ACCV 2012 WorkshopsJong-Il Park · 2013
The SacramentsFrancis J. Hall · 1921
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Latanya Sweeney Latanya Sweeney is an American computer scientist. She is the Daniel Paul Professor of the Practice of Government and Technology at the Harvard Kennedy…
- De-identification De-identification is the process used to prevent someone's personal identity from being revealed. For example, data produced during human subject research…
- Data anonymization Data anonymization is a type of information sanitization whose intent is privacy protection. It is the process of removing personally identifiable information…
- K-anonymity k-anonymity is a property possessed by certain anonymized data. The term k-anonymity was first introduced by Pierangela Samarati and Latanya Sweeney in…
- Quasi-identifier Quasi-identifiers are pieces of information that are not of themselves unique identifiers, but are sufficiently well correlated with an entity that they…
- Mosaic effect The mosaic effect, also called the mosaic theory, is the concept that aggregating multiple data sources can reveal sensitive or classified information…
- Privacy for research participants Privacy for research participants is a concept in research ethics which states that a person in human subject research has a right to privacy when participating…
- Information privacy Information privacy, also known as data privacy or data protection, is the relationship between the collection and dissemination of data, technology, the…