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Pan-Canadian de-identification guidelines for personal health information

Author: Khaled El Emam; Privacy Commissioner of Canada.
Publisher: [Ottawa, Ont.] : CHEO Research Institute, 2007
Edition/Format:   eBook : Document : English
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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Khaled El Emam; Privacy Commissioner of Canada.
OCLC Number: 727111184
Description: 1 online resource (83 pages) : illustrations, digital file
Contents: Executive summary --
1. Introduction: 1.1. Security breaches; 1.2. Broad data collection, access, and disclosure; 1.3. The case for anonymization; 1.4. Anonymization guidelines; 1.5. About this report --
2. Background: 2.1. Data release scenario; 2.2. The attacker; 2.3. The re-identification threshold; 2.4. Scenarios of attack/disclosure; 2.5. Terminology and definitions; 2.6. Anonymizing identifying variables through randomization; 2.7. Record linkage --
3. Construction of identification databases: 3.1. Methods; 3.2. Results; 3.3. Discussion --
4. Inference attacks: 4.1. Inference of gender; 4.2. Inference of year of birth; 4.3. Inference of postal code; 4.4. Discussion --
5. Measuring the risk of re-identification: 5.1. Methods; 5.2. Results; 5.3. Discussion; 5.4. Generalization of findings; 5.5. Limitations --
6. Personal information on the Web: 6.1. Methods; 6.2. Results; 6.3. Discussion; 6.4. Privacy trade-offs; 6.5. Limitations --
7. Personal information and data remnants: 7.1. Background; 7.2. Methods; 7.3. Results; 7.4. Discussion --
8. Recommendations: 8.1. Anonymization process; 8.2. General considerations; 8.3. Future research --
9. Appendix A. The privacyanalytics tool --
10. Appendix B. Dis simulation --
11. Appendix C. Personal property security registries --
12. Acronyms --
13. Acknowledgements --
14. References.
Responsibility: Khaled El Emam [and others].
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