Flexible data anonymization using ARX—Current status and challenges ahead

Privacy-Enhancing ETL-Processes for Biomedical Data

(2019) Fabian Prasser et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

A Scalable and Pragmatic Method for the Safe Sharing of High-Quality Health Data

(2018) Fabian Prasser et al.   IEEE Journal of Biomedical and Health Informatics

Information Credibility Modeling in Cooperative Networks: Equilibrium and Mechanism Design

(2017) Chunxiao Jiang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Open University Learning Analytics dataset

(2017) Jakub Kuzilek et al.   Scientific Data

Efficient and effective pruning strategies for health data de-identification

(2016) Fabian Prasser et al.   BMC Medical Informatics and Decision Making

The Importance of Context: Risk-based De-identification of Biomedical Data

(2016) Klaus Kuhn et al.   METHODS OF INFORMATION IN MEDICINE

Comment on "Unique in the shopping mall: On the reidentifiability of credit card metadata"

(2016) D. Sanchez et al.   SCIENCE

Privacy or Utility in Data Collection? A Contract Theoretic Approach

(2015) Lei Xu et al.   IEEE Journal of Selected Topics in Signal Processing

t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation

(2015) Jordi Soria-Comas et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

R-U policy frontiers for health data de-identification

(2015) Weiyi Xia et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Managing dimensionality in data privacy anonymization

(2015) Hessam Zakerzadeh et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A Game Theoretic Framework for Analyzing Re-Identification Risk

(2015) Zhiyu Wan et al.   PLoS One

Estimating the re-identification risk of clinical data sets

(2012) Fida Kamal Dankar et al.   BMC Medical Informatics and Decision Making

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

A Systematic Review of Re-Identification Attacks on Health Data

(2011) Khaled El Emam et al.   PLoS One

A Globally Optimal k-Anonymity Method for the De-Identification of Health Data

(2009) Khaled El Emam et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Workload-aware anonymization techniques for large-scale datasets

(2008) Kristen LeFevre et al.   ACM TRANSACTIONS ON DATABASE SYSTEMS

Protecting Privacy Using k-Anonymity

(2008) Khaled El Emam et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION