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GUIDE TO BASIC DATA ANONYMISATION TECHNIQUES …

GUIDE TO BASIC data ANONYMISATION TECHNIQUES Published 25 January 2018 2 GUIDE TO BASIC data ANONYMISATION TECHNIQUES (published 25 January 2018) TABLE OF CONTENTS PART 1: OVERVIEW .. 3 1 Introduction .. 3 2 Purpose and Scope of This GUIDE .. 3 3 Terminology .. 6 PART 2: BACKGROUND .. 8 4 data ANONYMISATION Concepts .. 8 5 Disclosure risks .. 11 PART 3: BASIC data ANONYMISATION TECHNIQUES .. 12 6 Attribute Suppression .. 12 7 Record Suppression .. 13 8 Character Masking .. 13 9 Pseudonymisation .. 15 10 Generalisation .. 18 11 Swapping .. 20 12 data Perturbation .. 21 13 Synthetic data .. 22 14 data Aggregation .. 25 PART 4: PUTTING IT TOGETHER .. 26 15 ANONYMISATION 26 16 K-anonymity a measure of risk .. 28 17 Assessing the Risk of 30 18 Technical Controls.

GUIDE TO BASIC DATA ANONYMISATION TECHNIQUES (published 25 January 2018) PART 1: OVERVIEW 1 Introduction 1.1. The collection, use and disclosure of individuals’ personal data by organisations in Singapore is governed by the Personal Data Protection Act …

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GUIDE ON DATA PROTECTION CLAUSES FOR AGREEMENTS …

www.pdpc.gov.sg

arrangements to prevent unauthorised or accidental access, collection, use, disclosure, copying, modification, disposal or destruction of Customer Personal Data, or other similar risks. It also allows the Customer to set out the specific security procedures that the Customer wants the Contractor to comply with.

  Arrangement

GUIDE TO MANAGING DATA BREACHES 2 - pdpc.gov.sg

www.pdpc.gov.sg

GUIDE TO MANAGING DATA BREACHES 2.0 11 Each data breach response needs to be tailored to the circumstances of the incident. Generally, the actions taken after a data breach should

  Data, Response, Breach, Data breach, Data breach response

ADVISORY GUIDELINES ON THE PERSONAL DATA …

www.pdpc.gov.sg

4 ADVISORY GUIDELINES ON THE PERSONAL DATA PROTECTION ACT FOR NRIC AND OTHER NATIONAL IDENTIFICATION NUMBERS (issued 31 August 2018) 2.4 The Protection9 obligation requires organisations to make reasonable security arrangements to protect personal data in its possession or under its control.

  Data, Protection, Personal, Personal data, Personal data protection

ADVISORY GUIDELINES ON THE PERSONAL DATA …

www.pdpc.gov.sg

6 ADVISORY GUIDELINES ON THE PDPA FOR SELECTED TOPICS (revised 31 August 2018) PART I: INTRODUCTION AND OVERVIEW 1 Introduction 1.1 The Personal Data Protection Act 2012 (the ^PDPA) establishes a general data

  Guidelines

Sample Clauses and Templates for Customers V2

www.pdpc.gov.sg

consent is permitted or required under the PDPA or any other written law. 4. This template Data Protection Policy is crafted broadly for general use and purposes, but may ... This template Data Protection Notice contains general sample clauses which an organisation supplying and marketing goods or services (or both) to

  Notice, Consent

12 The Consent Obligation - PDPC

www.pdpc.gov.sg

that an individual had provided verbal consent. Example: An individual wishes to sign up for certain services with a service provider over the telephone. The service provider may request for the individual’s consent to the collection and use of …

  Example, Collection, Consent, Verbals, Verbal consent

The Transfer Limitation Obligation - Ch 19 (270717) - PDPC

www.pdpc.gov.sg

ADVISORY GUIDELINES ON KEY CONCEPTS IN THE PDPA (revised 27 July 2017) 19 The Transfer Limitation Obligation 19.1 Section 26 of the PDPA limits the ability of an organisation to transfer personal data outside Singapore. In particular, section 26(1) provides that an organisation must

  Guidelines, Transfer, Obligations, Limitations, The transfer limitation obligation ch 19, Transfer limitation obligation

MODEL ARTIFICIAL INTELLIGENCE GOVERNANCE …

www.pdpc.gov.sg

MODEL ARTIFICIAL INTELLIGENCE GOVERNANCE FRAMEWORK 5 EDITION DATE RELEASED SUMMARY SECOND 21 January 2020 Operations management • Provided guidance to organisations to adopt a risk-

  Governance, Edition, Framework, Governance frameworks

The Retention Limitation Obligation - Ch 18 (270717)

www.pdpc.gov.sg

Under the Limitation Act (Cap. 163), actions founded on a contract (amongst others) must be brought within 6 years from the date on which the cause of action accrued. Hence an organisation may wish to retain records relating to its contracts for 7 years from the date of termination of the contract and possibly

  Action, Limitations

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