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Data Privacy Risk Management - Best Practices and Frameworks
GDPR, NIS2, DORA, the AI Act and ISO 27001 all demand documented risk work. Most organisations run them as separate projects. This guide shows how one method covers them all, with the standards, the article numbers and the practical steps.
Most organisations we meet are running four or five risk processes at once. One for GDPR, because Article 32 demands security appropriate to the risk. One for ISO 27001, because clause 6.1.2 requires it. One for NIS2, because the management body has to approve it. A separate ICT risk framework if DORA applies. And now a sixth, because the AI Act wants a risk management system for high-risk AI.
They are usually documented in different places, by different people, in different formats. Often on the same handful of systems.
That duplication is not required by any of these rules. Information security risk management is one discipline with one method, and the European regulations mostly ask for the same underlying work presented in different ways. This guide explains the method, names the standards that define it, sets out exactly what each regulation requires with article numbers, and shows how a single documented risk scenario can satisfy several obligations at the same time.
| One method, many obligations. ENISA's own mapping table for the NIS2 technical implementation guidance crosswalks each requirement to ISO/IEC 27001:2022, ISO/IEC 27002:2022 and NIST CSF 2.0. The overlap between frameworks is officially documented, not wishful thinking. |
| Risk management is not risk assessment. Risk management is the continuous discipline. Risk assessment (identification, analysis, evaluation) and risk treatment are steps inside it. Getting this wrong makes everything downstream muddy. |
| The board is legally on the hook. NIS2 Article 20 and DORA Article 5 both require management bodies to approve risk measures, oversee implementation and undergo training. This is not governance best practice any more. It is law, with personal liability attached. |
| Focus on obligations, not dates. Deadlines across the EU rulebook are being reshuffled, most visibly around the AI Act. The underlying duties (document, assess, treat, accept, review, report) have not changed and are unlikely to. |

Information security risk management, often shortened to ISRM, is the coordinated set of activities an organisation uses to identify, assess, treat, monitor and report on risks to its information. It covers confidentiality, integrity and availability, and it spans both digital and physical information.
The term is frequently used interchangeably with two others it is not interchangeable with. Here is the distinction that ISO 31000 and ISO/IEC 27005 actually draw:
| Term | What it means | Where it sits |
|---|---|---|
| Risk management | The whole continuous discipline, including governance, criteria, roles and reporting | The umbrella |
| Risk assessment | Identification, analysis and evaluation of risk | A step inside risk management |
| Risk treatment | Choosing and implementing options to modify risk | The step after assessment |
The practical consequence is that "we did a risk assessment last year" is not the same as "we have risk management". One is an activity. The other is a system with owners, criteria, review cycles and reporting lines.
If you want to go deeper on how information security relates to cybersecurity, we have covered the difference between cybersecurity and information security separately.
There is no need to invent a risk methodology. Several mature standards already define one, and European regulators increasingly point at them. The trick is knowing what each is for and which ones you can actually be certified against.
| Standard | What it gives you | Certifiable? | Cost |
|---|---|---|---|
| ISO 31000:2018 | The generic risk management framework and process, for any risk type | No | Purchase |
| ISO/IEC 27005:2022 | ISO 31000 applied to information security, with two identification approaches | No | Purchase |
| ISO/IEC 27001:2022 | ISMS requirements, including the risk clauses and the Statement of Applicability | Yes | Purchase |
| ISO/IEC 27002:2022 | Implementation guidance for each of the 93 Annex A controls | No | Purchase |
| NIST CSF 2.0 | Six functions, useful as a communication and maturity layer | No | Free |
| COSO ERM (2017) | Enterprise risk tied to strategy and performance, board-facing | No | Purchase |
| ISO/IEC 42001 | AI management system, including AI risk and impact assessment | Yes | Purchase |
ISO 31000:2018 has three components: principles, framework and process. The process is the part you will recognise in every regulation that follows.
Three activities run continuously alongside all of it: communication and consultation, monitoring and review, and recording and reporting. That last one is what turns a spreadsheet exercise into evidence you can show a supervisory authority.

The 2022 edition of ISO/IEC 27005 made a change that matters more in practice than it sounds on paper. It sets out two complementary ways to identify risk, and says you can map between them. Both approaches are covered in detail in our article on ISO 27005.
The asset-based approach works bottom up. You start from an asset, list the threats against it, then the vulnerabilities that make those threats viable. A customer database faces unauthorised access and malware; the vulnerabilities might be weak authentication and unpatched software; the treatment is multi-factor authentication, a patching regime and encryption at rest.
The event-based approach works top down. You start from risk sources and strategic scenarios: who would want to harm us, why, and through which route? A state-aligned actor targeting a telecoms provider in order to reach customer communications is an event-based scenario. It might never surface from an asset inventory, because the asset that matters is the relationship, not the server.
Most organisations do the asset-based half and stop. That is how you end up with a very tidy risk register that misses the scenario that actually happens.

ISO/IEC 27001:2022 is the certifiable one, and it is specific about risk:
Annex A in the 2022 edition contains 93 controls across four themes: organisational (A.5), people (A.6), physical (A.7) and technological (A.8). The older figure of 114 controls in 14 domains belongs to the retired 2013 edition, whose certificates expired in October 2025. Read our full guide to ISO 27001 compliance and our introduction to ISMS for the wider picture.
Each of the following creates a documented risk obligation. The wording differs, the substance rarely does.
| Regulation | Key articles | What is required |
|---|---|---|
| GDPR | Art. 24, 25, 32, 35, 36 | Security appropriate to the risk, always. A DPIA where processing is likely to result in high risk. Prior consultation if high residual risk remains. |
| NIS2 | Art. 20, 21, 23, 34 | Ten risk management measures, all-hazards and proportionate. Management body approval, oversight, liability and training. Three-stage incident reporting. |
| DORA | Art. 5-16, 28-30 | A documented ICT risk management framework, board accountability for ICT risk appetite, asset identification, and third-party ICT risk management. |
| AI Act | Art. 9, 27 | A continuous, iterative risk management system across the whole lifecycle of high-risk AI, plus a fundamental rights impact assessment for certain deployers. |
| Cyber Resilience Act | Art. 13(3), 31, Annex I | A cybersecurity risk assessment for products with digital elements, carried through design, production and maintenance, and documented technically. |
These get conflated constantly, so it is worth separating them. Article 32 requires security measures appropriate to the risk. That obligation applies to every controller and processor, all the time. Article 35 requires a data protection impact assessment only where processing is likely to result in a high risk to data subjects, with three named triggers in Article 35(3): systematic and extensive automated evaluation including profiling with legal or similarly significant effects, large-scale processing of special category or criminal offence data, and systematic monitoring of a publicly accessible area on a large scale.
So a DPIA is not always required. A risk assessment always is. We have written a full guide to data protection impact assessments and a practical walkthrough of the GDPR risk assessment process.
Article 21(2) lists ten cybersecurity risk management measures that apply identically to essential and important entities:
Article 21(1) frames all of this as an all-hazards approach, applied proportionately to the entity's size, exposure and societal importance. Article 20 then puts the management body on the hook: it must approve the measures, oversee implementation, can be held personally liable, and must undergo training itself.
Two figures worth getting right, because they circulate incorrectly. Incident reporting under Article 23 is a three-stage clock: a 24-hour early warning, a 72-hour incident notification and a final report within one month. Fines under Article 34 are tiered: at least 10 million euro or 2% of global annual turnover for essential entities, and at least 7 million euro or 1.4% for important entities. The 20 million euro or 4% figure you sometimes see quoted for NIS2 is the GDPR ceiling, not this one.
For scope and sector questions, see our NIS2 introduction.
DORA has applied to financial entities since January 2025. Chapter II sets out the ICT risk management framework: Article 5 makes the management body define, approve, oversee and remain accountable for it, including setting the ICT risk appetite and maintaining enough ICT knowledge to do so. Article 6 requires the framework itself to be documented and subject to regular internal audit. Articles 8 to 13 walk through identification, protection, detection, response and recovery, backup and learning. Article 16 offers a simplified framework for smaller entities.
Articles 28 to 30 extend the same logic to third-party ICT providers, with a register of information and mandatory contractual provisions. If you already manage supplier risk properly, much of this is a documentation exercise rather than a new programme. Our guide to vendor audits covers the practical side.
Article 9 requires a risk management system for high-risk AI systems, and it is explicit that this is "a continuous iterative process planned and run throughout the entire lifecycle". You identify and analyse known and reasonably foreseeable risks to health, safety and fundamental rights, evaluate risks arising from intended use and foreseeable misuse, adopt measures, and judge whether the residual risk is acceptable.
Timelines around the AI Act are currently being revised through the European Commission's simplification work. The obligations themselves are not being removed, so we would build for the obligation and treat the dates as provisional. Our article on who must comply with the AI Act sets out the roles.
Here is the argument this whole guide rests on. Take a single asset, a customer database, and write a single documented risk scenario for it. That one piece of work can serve five regulatory purposes at once.
| Obligation | What the same scenario delivers |
|---|---|
| GDPR Art. 32 | Documented assessment of risk to data subjects, and the technical and organisational measures chosen in response |
| GDPR Art. 35 | If the threshold is met, the DPIA builds on the same scenario rather than starting from scratch |
| ISO 27001 cl. 6.1.2 and 6.1.3 | A risk with a named owner, treatment mapped to Annex A controls, feeding the Statement of Applicability |
| NIS2 Art. 21(2)(a), (d), (i) | Evidence for risk analysis policy, supply chain security and access control plus asset management |
| DORA Art. 8 and 9 | ICT asset identification and the protection measures applied to it |
| AI Act Art. 9 | If an AI system processes that data, the lifecycle risk work starts from the same scenario |
This is not a vendor's claim. ENISA published a mapping table alongside its NIS2 technical implementation guidance that crosswalks each requirement of the implementing regulation to ISO/IEC 27001:2022, ISO/IEC 27002:2022, NIST CSF 2.0 and several national frameworks. ENISA is careful to call it a navigation aid rather than a statement of equivalence, and that caveat is fair. You still have to check the gaps. But the structural overlap is officially documented, and there is no reason to rebuild the same risk register five times.
The catch is tooling. If your risk assessments live in five spreadsheets owned by five people, reuse is theoretical. It only becomes real when one risk record can carry multiple framework tags and one treatment task can close obligations in more than one place. That is exactly what our frameworks module is built to do.

Decide what is in scope, which regulations apply to you, and what your risk criteria are before you assess anything. Criteria are the yardstick: at what combination of likelihood and impact does a risk become unacceptable, and who gets to decide? Without this, every later step becomes an argument.
Run the asset-based pass over your systems, suppliers and processes, and run an event-based pass over the strategic scenarios that would actually hurt you. Feed both into the same register. If you already maintain a record of processing activities or an asset inventory, you have most of the input for the asset-based half.
Pick a scale and use it consistently. The common options trade off in predictable ways:
| Scale | Strength | Weakness |
|---|---|---|
| 3x3 | Fast, easy to get consensus on | Very coarse, everything clusters in the middle |
| 4x4 | No safe middle, forces a judgement | Still coarse, and the forced choice can feel arbitrary |
| 5x5 | Most granular, most widely recognised | Invites false precision, slower to reach agreement |
Choose the smallest scale that still lets you make genuinely different decisions. A 5x5 that produces the same three actions as a 3x3 is just extra meetings.
Compare each analysed risk to the criteria you set in step one. This is the step that turns a score into a decision. Our guide to the risk assessment matrix covers the mechanics in detail.
ISO 31000 and ISO 27005 give you four options, and the terminology is worth using precisely because auditors notice:
Note that sharing a risk does not remove your accountability. Outsourcing processing to a supplier transfers some financial exposure and none of your regulatory responsibility.
A risk register that omits ownership or review dates is a document, not a control. At minimum, each entry should carry a risk ID, the scenario description, the linked asset or process, the named risk owner, inherent likelihood and impact, existing controls, residual likelihood and impact, the chosen treatment option, treatment actions with deadlines and owners, current status, and the next review date.
Review on a fixed cadence, at least annually, and reassess on a trigger. Triggers include a significant change to a system or process, a new processing activity, an incident, onboarding a supplier, or a regulatory change. GDPR Article 35(11) and ISO 27001 clause 8.2 both require this explicitly.
The practical way to make this survive contact with a busy year is a compliance calendar, where the review is scheduled rather than remembered. That is what our compliance task management is designed around.

The likelihood-by-impact matrix is the default tool, and it deserves a more honest treatment than it usually gets. In a widely cited 2008 paper in Risk Analysis, Louis Anthony Cox Jr set out several documented problems with qualitative risk matrices.
None of this makes the matrix useless. It remains a good triage and communication tool, and it is what a board will understand in thirty seconds. The honest position is that a matrix is for prioritising and communicating, not for proving that one risk is objectively larger than another.
Where the numbers matter, for instance when you are justifying a significant investment, quantitative methods are the escalation path. The main open model is FAIR (Factor Analysis of Information Risk), which decomposes risk into loss event frequency and loss magnitude to produce a distribution of expected losses in monetary terms. ISO 27005:2022 also added a semi-quantitative technique as a middle ground.

| Term | What it actually means |
|---|---|
| Risk appetite | The amount and type of risk the organisation is willing to pursue or retain. A forward-looking, strategic statement set by the board. |
| Risk tolerance | Readiness to bear a risk after treatment in order to meet objectives. Worth knowing that ISO 31000 says relatively little about tolerance and emphasises risk criteria instead, and that COSO and ISO phrase these ideas differently. There is no single settled definition. |
| Risk criteria | The reference points you compare a risk against to decide whether it is acceptable. The operational expression of appetite. |
| Inherent risk | The risk before any controls are applied. |
| Residual risk | What remains after treatment, and what somebody has to formally accept. Under GDPR Article 36 a high residual risk can trigger prior consultation with the supervisory authority. |
In 2020 the Institute of Internal Auditors renamed its long-standing "Three Lines of Defence" to the Three Lines Model, dropping the defensive framing to emphasise value creation, the governing body's role and collaboration instead of silos. The structure still holds:
In an information security context the named roles usually break down like this. The asset or process owner holds the knowledge about how a system is actually used. The risk owner is formally accountable for a given risk being managed, and ISO 27001 clause 6.1.2 requires this person to be identified. The CISO or DPO defines the method, the threat scenarios and the criteria. The management body approves and is accountable.
That last role is no longer optional or advisory. NIS2 Article 20 and DORA Article 5 both make board approval, oversight and training a legal requirement. A risk report that never reaches the board is now a compliance gap, not just a governance weakness. For the wider structure, see our article on governance, risk and compliance.

The threat picture is not abstract. ENISA's Threat Landscape 2025 analysed several thousand incidents across the EU and identified ransomware as the most impactful threat, accounting for the large majority of malware found in intrusions, with phishing and vulnerability exploitation as the leading access routes. Distributed denial of service dominated by volume, largely from hacktivist campaigns, though relatively few of those caused actual service disruption.
In Denmark, the national assessment Cybertruslen mod Danmark keeps the threat from both cybercrime and cyber espionage at the top of its five-point scale. And Datatilsynet, the Danish data protection authority, receives in the order of 10,000 personal data breach notifications a year.
You can read ENISA's material at enisa.europa.eu and Danish guidance at datatilsynet.dk.
None of these numbers tells you what your own risk is. That is the point of doing the work rather than reading the statistics.
Our platform is built around the idea that one piece of risk work should count in several places. In practice that means:
See how it works in our enterprise risk management module, or book a demo and we will walk through your own scenario.
Information security risk management (ISRM) is the coordinated set of activities an organisation uses to identify, assess, treat, monitor and report on risks to the confidentiality, integrity and availability of its information. It covers both digital and physical information. ISO 31000 defines the generic process and ISO/IEC 27005 applies that process specifically to information security.
Risk management is the whole continuous discipline, including governance, risk criteria, ownership, treatment, monitoring and reporting. Risk assessment is one step inside it, consisting of risk identification, risk analysis and risk evaluation. Risk treatment is the step that follows assessment. Saying you did a risk assessment is not the same as saying you have risk management in place.
No. ISO 31000 is a guidance standard, not a management system standard, so no accredited body certifies organisations against it. Individuals can hold ISO 31000-based credentials, but an organisation cannot be ISO 31000 certified. The certifiable standards here are ISO/IEC 27001 and ISO/IEC 42001.
Clause 6.1.2 requires a defined risk assessment process and the identification of risk owners. Clause 6.1.3 requires risk treatment, comparison against Annex A and a Statement of Applicability. Clause 8.2 requires assessments at planned intervals and on significant change. Clause 8.3 requires the treatment plan to be implemented.
ISO/IEC 27005:2022 sets out both. The asset-based approach works bottom up from an asset to its threats and vulnerabilities. The event-based approach works top down from risk sources and strategic scenarios. They are complementary and can be mapped to each other. Using only the asset-based approach tends to miss the strategic scenarios that matter most.
Policies on risk analysis and information system security, incident handling, business continuity including backup and crisis management, supply chain security, security in acquisition and development, procedures to assess effectiveness, cyber hygiene and training, cryptography and encryption, human resources security with access control and asset management, and multi-factor or continuous authentication with secured communications.
Article 23 sets a three-stage clock: 24-hour early warning, 72-hour notification and a final report within one month. Fines under Article 34 are tiered at a minimum of 10 million euro or 2% of worldwide turnover for essential entities, and 7 million euro or 1.4% for important entities. The 20 million euro or 4% figure sometimes quoted is the GDPR ceiling.
No. A DPIA is required under Article 35 only where processing is likely to result in a high risk. Article 35(3) names three triggers. A risk assessment under Article 32, by contrast, always applies to every controller and processor.
Risk appetite is the amount and type of risk the organisation is willing to pursue or retain, set at board level. Risk tolerance describes readiness to bear a risk after treatment in order to meet objectives. There is no single settled definition: ISO 31000 emphasises risk criteria instead, and COSO phrases the concepts differently.
A risk ID, the scenario description, the linked asset or process, the named risk owner, inherent likelihood and impact, existing controls, residual likelihood and impact, the chosen treatment option, treatment actions with deadlines and owners, current status and the next review date.
Largely yes, with gap checks. ENISA published a mapping table alongside its NIS2 technical implementation guidance crosswalking requirements to ISO/IEC 27001:2022, ISO/IEC 27002:2022 and NIST CSF 2.0. One documented scenario on one asset can provide evidence for GDPR Article 32, ISO 27001 clauses 6.1.2 and 6.1.3, several NIS2 Article 21 measures and DORA Articles 8 and 9. ENISA calls its mapping a navigation aid rather than a statement of equivalence, so gaps still need checking.
They are useful for prioritisation and communication but are not objective measurement. Research published in Risk Analysis in 2008 documented poor resolution, range compression and cases where a matrix rates a quantitatively smaller risk higher. Where precision matters, quantitative methods such as FAIR, or the semi-quantitative approach added in ISO 27005:2022, are the escalation path.
Risk work touches several frameworks at once. These articles go deeper on the parts this guide covers in a single section.
Tag a single risk scenario to GDPR, NIS2, ISO 27001 and DORA at once, give it a named owner and a deadline, and let one treatment task close obligations under more than one regulation.
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