ETSI TR 103 304 V1.1.1 (2016-07)
CYBER; Personally Identifiable Information (PII) Protection in mobile and cloud services
CYBER; Personally Identifiable Information (PII) Protection in mobile and cloud services
DTR/CYBER-0002
General Information
Standards Content (Sample)
ETSI TR 103 304 V1.1.1 (2016-07)
TECHNICAL REPORT
CYBER;
Personally Identifiable Information (PII)
Protection in mobile and cloud services
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2 ETSI TR 103 304 V1.1.1 (2016-07)
Reference
DTR/CYBER-0002
Keywords
access control, privacy
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3 ETSI TR 103 304 V1.1.1 (2016-07)
Contents
Intellectual Property Rights . 5
Foreword . 5
Modal verbs terminology . 5
Executive summary . 5
1 Scope . 6
2 References . 6
2.1 Normative references . 6
2.2 Informative references . 6
3 Definitions and abbreviations . 7
3.1 Definitions . 7
3.2 Abbreviations . 9
4 Overview . 10
5 Threats to PII . 10
5.1 Overview . 10
5.2 Data fusion and re-identification . 11
5.3 Data breaches . 11
5.4 Service termination/inaccessibility . 11
5.5 Lock-in mechanisms. 11
5.6 Ransomware and Spyware . 11
5.7 Over-collection . 12
5.8 Mis-contextualization . 12
5.9 User Impersonation . 12
5.10 Alteration of ownership or access rights . 12
5.11 Alteration of persistence . 12
5.12 Synopsis . 13
6 Technical aspects . 14
6.1 Principles from ISO/IEC 29100 . 14
6.2 Degree of link-ability . 14
6.3 Trust . 15
6.4 Awareness of data transaction . 15
6.5 Semantics . 16
6.6 Portability . 16
6.7 Access control . 16
6.8 Log and auditing . 17
6.9 Embedded sensors and devices . 17
6.10 Lawful interception . 17
7 Use cases, actors and roles . 18
7.1 Overview . 18
7.2 Actors and roles . 18
7.3 Use case UC1 . 19
7.4 Use case UC2 . 19
Annex A: Scenarios . 20
A.1 Medical scenario . 20
A.2 Flight Passenger Name Record . 20
A.3 Bring Your Own Device (BYOD) . 20
A.4 Fake or untrusted access mobile networks . 21
A.5 Untrusted app scenario . 21
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4 ETSI TR 103 304 V1.1.1 (2016-07)
A.6 Social networking . 21
A.7 In-car blackbox . 22
A.8 Cloud unavailability . 22
A.9 Self-quantifying . 22
History . 23
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5 ETSI TR 103 304 V1.1.1 (2016-07)
Intellectual Property Rights
IPRs essential or potentially essential to the present document may have been declared to ETSI. The information
pertaining to these essential IPRs, if any, is publicly available for ETSI members and non-members, and can be found
in ETSI SR 000 314: "Intellectual Property Rights (IPRs); Essential, or potentially Essential, IPRs notified to ETSI in
respect of ETSI standards", which is available from the ETSI Secretariat. Latest updates are available on the ETSI Web
server (https://ipr.etsi.org/).
Pursuant to the ETSI IPR Policy, no investigation, including IPR searches, has been carried out by ETSI. No guarantee
can be given as to the existence of other IPRs not referenced in ETSI SR 000 314 (or the updates on the ETSI Web
server) which are, or may be, or may become, essential to the present document.
Foreword
This Technical Report (TR) has been produced by ETSI Technical Committee Cyber Security (CYBER).
Modal verbs terminology
In the present document "should", "should not", "may", "need not", "will", "will not", "can" and "cannot" are to be
interpreted as described in clause 3.2 of the ETSI Drafting Rules (Verbal forms for the expression of provisions).
"must" and "must not" are NOT allowed in ETSI deliverables except when used in direct citation.
Executive summary
ICT is moving towards a genuinely distributed and virtualized environment characterized by a rich set of mobile and
cloud services available to users. In this context, it may be difficult to have a priori knowledge of who may need access
to data, when and where this may happen and whether that data could be or contain Personally Identifiable Information
(PII). The present document proposes a number of scenarios focusing on today's ICT and develops an analysis of
possible threats related to PII in mobile and cloud based services. It also presents technical challenges and needs derived
from regulatory aspects (lawful interceptions). The aim is to consolidate a general framework, in line with regulation
and international standards, on top of which technical solutions for PII protection can be developed.
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6 ETSI TR 103 304 V1.1.1 (2016-07)
1 Scope
The present document proposes a number of scenarios focusing on today's ICT and develops an analysis of possible
threats to Personally Identifiable Information (PII) in mobile and cloud based services. It also presents technical
challenges and needs derived from regulatory aspects (lawful interceptions). It consolidates a general framework, in line
with regulation and international standards, where technical solutions for PII protection can be plugged into.
2 References
2.1 Normative references
Normative references are not applicable in the present document.
2.2 Informative references
References are either specific (identified by date of publication and/or edition number or version number) or
non-specific. For specific references, only the cited version applies. For non-specific references, the latest version of the
referenced document (including any amendments) applies.
NOTE: While any hyperlinks included in this clause were valid at the time of publication, ETSI cannot guarantee
their long term validity.
The following referenced documents are not necessary for the application of the present document but they assist the
user with regard to a particular subject area.
[i.1] ISO/IEC 29100:2011: "Information technology - Security techniques - Privacy framework".
[i.2] National Institute of Standards and Technology NIST SP 800-122: "Guide to Protecting the
Confidentiality of Personally Identifiable Information (PII)".
[i.3] Regulation 910/2014 of the European Parliament and of the Council of 23 July 2014 on electronic
identification and trust services for electronic transactions in the internal market and repealing
Directive 1999/93/EC.
[i.4] Regulation 2016/679 of the European Parliament and of the Council of 27 April 2016 on the
protection of natural persons with regard to the processing of personal data and on the free
movement of such data, and repealing Directive 95/46/EC (General Data Protection Regulation).
[i.5] Directive 2002/21/EC of the European Parliament and of the council of 7 March 2002 on a
common regulatory framework for electronic communications networks and services (Framework
Directive).
[i.6] Directive 2002/22/EC of the European Parliament and of the Council of 7 March 2002 on
Universal service and users' rights relating to electronic communications networks and services
(Universal Service Directive - OJ L 108, 24.04.2002).
[i.7] Directive 1999/5/EC of the European Parliament and of the Council of 9 March 1999 on radio
equipment and telecommunications terminal equipment and the mutual recognition of their
conformity.
[i.8] Directive 1995/46/EC of the European Parliament and of the Council of 24 October 1995 on the
protection of individuals with regard to the processing of personal data and on the free movement
of such data.
[i.9] US President's Council of Advisors on Science and Technology: "Report to the president. Big data
and privacy: a technological perspective".
[i.10] ETSI TR 101 567: "Lawful Interception (LI); Cloud/Virtual Services for Lawful Interception (LI)
and Retained Data (RD)".
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7 ETSI TR 103 304 V1.1.1 (2016-07)
[i.11] ETSI Cloud Standards Coordination: Final Report.
[i.12] ISO/IEC 11889:2009: "Information technology - Trusted Platform Module" (Parts 1-4).
[i.13] ISO/IEC 29191:2012: "Requirements for partially anonymous, partially unlinkable
authentication".
[i.14] ISO/IEC 29115:2011: "Entity authentication assurance framework".
[i.15] ETSI TS 119 612: "Electronic Signatures and Infrastructures (ESI); Trusted Lists".
[i.16] ETSI TR 103 308: "CYBER; Security baseline regarding LI and RD for NFV and related
platforms".
[i.17] ETSI TR 187 010: "Telecommunications and Internet converged Services and Protocols for
Advanced Networking (TISPAN); NGN Security; Report on issues related to security in identity
imanagement and their resolution in the NGN".
[i.18] ISO/IEC 27040:2015: "Information technology - Security techniques - Storage security".
[i.19] ISO/IEC 17789:2014: "Information technology - Cloud computing - Reference architecture".
[i.20] ISO/IEC 9594-8:2014: "Information technology - Open Systems Interconnection - The Directory -
Part 8: Public-key and attribute certificate frameworks".
[i.21] ETSI TS 101 331: "Lawful Interception (LI); Requirements of Law Enforcement Agencies".
[i.22] ETSI TS 101 671: "Lawful Interception (LI); Handover interface for the lawful interception of
telecommunications traffic".
[i.23] ISO/IEC JTC 1/SC 38 CD 19944: "Information technology - Cloud computing - Data and their
flow across devices and cloud services".
NOTE: Standard under development.
[i.24] ISO/IEC JTC 1/SC 37 AWI 20889: "Information technology - Security techniques - Privacy
enhancing data de-identification techniques".
NOTE: Standard under development.
[i.25] J.A. Akinyele, C. U. Lehmanny et Al. Self-Protecting Electronic Medical Records: Using
Attribute-Based Encryption. Cryptology ePrint Archive, Report 2010/565. 2010.
3 Definitions and abbreviations
3.1 Definitions
For the purposes of the present document, the following terms and definitions apply:
app: "software application", typically running on a user's device platform
anonymization: process that replaces an actual identifier with an attribute obtained by randomization or generalization
in such a way that there is a reasonable level of confidence that no individual can be identified
Cloud Service Customer: individual or organization consuming one or more cloud services provided by a Cloud
Service Provider
Cloud Service Partner: individual or organization providing support to the provisioning of cloud services by the Cloud
Service Provider, or to the consumption of cloud service by the Cloud Service Customer
Cloud Service Provider: individual or organization providing cloud services to one or more Cloud Service Customers
Cloud Service user: individual consuming one or more cloud services using a particular device
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consent: freely given specific and informed indication of his wishes by which the data subject signifies his agreement
to personal data relating to him being processed
data breach: compromise of security that leads to the accidental or unlawful destruction, loss, alteration, unauthorized
disclosure of, or access to protected data transmitted, stored or otherwise processed [i.18]
data consumer: entity accessing data for a given purpose
data fusion: process of combining multiple data sets into one improved data set in order to discover any information
which cannot be derived from the original data sources
data subject: identifiable person, i.e. a person who can be identified, directly or indirectly, in particular by reference to
an identification number or to one or more factors specific to his physical, physiological, mental, economic, cultural or
social identity
de-anonymization: any process in which anonymous data is cross-referenced with other sources of data to re-identify
the anonymous data source
Device Platform Provider: Cloud Service Provider providing services necessary to support the device platform
generalization: process that reduces the degree of granularity (known as precision) of a set of attributes
identity theft: inappropriate use of someone else's credentials to commit fraud or crimes
lock-in: process which makes a customer dependent on a given service provider and unable to use another provider
without substantial switching costs
metadata: data about the data, which can be structural or descriptive
mis-contextualization: process in which data from different personas is mixed and used inappropriately
over-collection: practice of collecting information unrelated to a stated purpose
persona: role played by an individual user in the context of a service
Personally Identifiable Information (PII): any information that (a) can be used to identify the PII principal to whom
such information relates, or (b) is or might be directly or indirectly linked to a PII principal
NOTE 1: To determine whether a PII principal is identifiable, account can be taken of all the means which can
reasonably be used by the privacy stakeholder holding the data, or by any other party, to identify that
natural person [i.1].
NOTE 2: In the US, according to [i.2]: any information about an individual maintained by an agency, including any
information that can be used to distinguish or trace an individual's identity, such as name, social security
number, date and place of birth, mother's maiden name, or biometric records; and any other information
that is linked or linkable to an individual, such as medical, educational, financial, and employment
information.
PII controller: privacy stakeholder that determines the purposes and means for processing personally identifiable
information (PII) other than natural persons who use data for personal purposes [i.1]
PII principal: natural person to whom the personally identifiable information (PII) relates [i.1]
PII processor: privacy stakeholder that processes personally identifiable information (PII) on behalf of and in
accordance with the instructions of a PII controller [i.1]
portability: usability of the same software, data or metadata in different environments
processing of PII: operation or set of operations performed upon personally identifiable information (PII) [i.1]
NOTE: Examples of processing operations of PII include, but are not limited to, the collection, storage, alteration,
retrieval, consultation, disclosure, anonymization, pseudonymization, dissemination or otherwise making
available, deletion or destruction of PII) [i.1].
pseudonymization: process that replaces an actual identifier with an alias ensuring that it cannot be reverted by
reasonable effort of anyone (other than the party providing them)
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9 ETSI TR 103 304 V1.1.1 (2016-07)
randomization: process that reduces the degree to which data reflects the true value of a set of attributes (known as
accuracy)
ransomware: type of malware that restricts access to the infected device, demanding that the user pay a ransom to the
malware operators to remove the restriction
re-identification: action performed on de-identified data with the purpose of re-linking the information to a person or
group of persons
secure data deletion: irreversible destruction of electronic data so that no party is capable of recovering
spyware: type of malware that collects/intercepts/retrieves data from a (mobile) device and sends it to a remote
(Command&Control) server
Terminal Equipment: product enabling communication or relevant component thereof which is intended to be
connected directly or indirectly by any means whatsoever to interfaces of public telecommunications networks
traceability: ability to interrelate individuals in a way that is verifiable
trust: level of confidence in the reliability and integrity of an entity to fulfil specific responsibilities
unlinkability: act of ensuring that a user may make multiple uses of resources or services without others being able to
link these uses together
3.2 Abbreviations
For the purposes of the present document, the following abbreviations apply:
5G-PPP 5G Infrastructure Public Private Partnership
ABE Attribute-Based Encryption
API Application Programming Interface
AWI Approved Work Item
NOTE: http://www.iso.org/iso/home/faqs/faqs_abbreviations.htm.
BYOD Bring Your Own Device
CA Certification Authority
CD Committee Draft
CEO Chief Executive Officer
CP-ABE Ciphertext Policy Attribute-Based Encryption
CPU Central Processing Unit
CSC Cloud Service Customer
CSP Cloud Service Provider
CSPa Cloud Service Partner
Csu Cloud Service user
DPP Device Platform Provider
EC European Community
EU European Union
GPS Global Positioning System
GSM Global System for Mobile
ICT Information and Communication Technology
IMEI International Mobile Station Equipment Identity
IMSI International Mobile Subscriber Identity
ISO International Organization for Standardization
JTC Joint Technical Committee
LEA Law Enforcement Authority
LI Lawful Interception
PC Personal Computer
PII Personally Identifiable Information
PIN Personal Identification Number
PKI Public Key Infrastructure
PLMN Public Land Mobile Network
PNR Passenger Name Record
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PUA Potentially Unwanted Application
RAM Random Access Memory
SAREF Smart Appliances REFerence ontology
SC Subcommittee
SMS Short Message Service
TE Terminal Equipment
TEE Trusted Execution Environment
TPM Trusted Platform Module
TS Technical Specifications
UMTS Universal Mobile Telecommunications System
US United States
4 Overview
An even growing number of human activities are today performed using Internet-based (and particularly, cloud-based)
services. Information that can be used to identify a natural person or might be directly or indirectly linked to her, known
in literature as Personally Identifiable Information (PII) may be potentially present in almost all these activities. While
technology is apparently "disappearing" to naive eyes, as people are focusing on services regardless of the devices,
terminals or platforms they actually use, awareness of data transaction and transparency about its use is decreasing. This
may cause social and legal concerns when data transactions may involve PII.
Code of practices and regulatory aspects protecting PII were present since the advent of mobile communications in
middle 1990s. Directive 95/46/EC (data protection) [i.8], directive 2002/58/EC (privacy) [i.7], and Directive 99/5/EC
(radio equipments) [i.5], [i.6], for instance, state the legal obligations to preserve a user's control of their identity in
electronic communication, as well as obligations intended to avoid frauds. Properly using identifiers and identity
management as suggested in previous ETSI TR 187 010 [i.17] massively reduces the risk to exploit of PII in traditional
communication signalling.
However, today the ICT is moving towards a genuinely distributed and virtualized environment characterized by a rich
set of mobile and cloud services available to users. The eIDAS Regulation [i.3] first and the EU General Data
Protection Regulation [i.4] then have provided a legal framework to address challenges raising from the digital age and
its "app economy", in order to booster citizen's trust in the emerging Digital Single Market.
In fact, differently from previous telecom scenario where user data was mostly accessible from network functional
elements, several kinds of information are today easily accessible from terminal equipments or end user devices,
through open and specialized Application Programming Interface (API). Thus, it may be difficult to have a priori
knowledge of who may need access to users' data, when and where this may happen and whether that data could be or
contain PII.
PII in long term data records (e.g. in health, public administration, education, financial and legal domains) are dynamic
and grow over the life of an individual. The set of actors/individuals/roles that need to access and amend it over a
lifetime is potentially unlimited. It is also not reasonable to expect the record to be "a single document" rather to likely
appear as a large set of data, retained in data centres located in many different national Countries and managed by
various stakeholders with different levels of trust. In such records there may be a need to enable security controls of
some complexity.
The present document proposes a number of scenarios focusing on today's ICT and develops an analysis of possible
threats related to PII in mobile and cloud based services.
5 Threats to PII
5.1 Overview
This clause presents threats derived from the analysis of the scenarios reported in Annex A. The scenarios are not
exhaustive rather they are representative of most common and relevant situations.
Threats sources may include accidents, natural disasters, humans authorized or unauthorized to access data and systems.
A synopsis relating threats with risks and vulnerabilities is provided in table 5.1.
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5.2 Data fusion and re
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