登录查看更多内容

How can you integrate privacy by design principles into your threat modeling process?

由人工智能和领英社区提供技术支持

Threat modeling is a systematic way of identifying and prioritizing potential risks to the security and privacy of your systems, data, and users. It helps you design and implement effective countermeasures and controls to mitigate those risks. However, threat modeling is not a one-time activity, but an ongoing process that should align with the privacy by design principles. Privacy by design is an approach that embeds privacy considerations into every stage of the development and operation of a system, from the initial conception to the final disposal. It aims to protect the privacy rights and interests of the users and stakeholders, as well as to comply with the relevant laws and regulations. In this article, you will learn how to integrate privacy by design principles into your threat modeling process, and how to apply them to your specific context and needs.

此文章中的业界达人

由社区从 10 条内容中精选。了解更多

Adam Cieslinski

Web Assistant at Somerset Council | 10+ Years of Media Experience: Fusing Web Development and Graphic Design for…
Stéphane Plé

Chef de projet RGPD / NIS 2 / DPO @ LOB-Line Of Business

1 Define your scope and objectives

The first step in any threat modeling process is to define the scope and objectives of your system, and the privacy requirements and expectations of your users and stakeholders. You should identify the main features and functions of your system, the data flows and storage, the actors and roles, the boundaries and interfaces, and the assumptions and dependencies. You should also determine the privacy goals and outcomes that you want to achieve, such as minimizing the collection and retention of personal data, ensuring the consent and transparency of the data processing, enhancing the security and integrity of the data, and enabling the access and control of the data by the users.

添加您的观点

Waleed Ahmed - Lead Auditor

GRC Expert | Certified ISO 27001 Lead Auditor | Certified ISO 27001 Lead Implementer | ISMS Consultant | ISO 27701 | ISO 19011 | ISO 22301 | ISO 27031
举报内容
Incorporate Privacy by Design into threat modeling by considering data privacy at each stage. Identify sensitive data elements and their flow throughout the system. Assess potential threats and vulnerabilities to this data, focusing on privacy risks such as unauthorized access or data leakage. Implement controls like data minimization, encryption, and access restrictions early in the design phase. Continuously evaluate and iterate on privacy measures, aligning them with threat modeling for comprehensive protection.

已翻译

赞
Alan W. Silberberg

CEO | Founder | Advisor
(已编辑)
举报内容
If companies doing privacy by design as a business model want to succeed, they need to start at the end - and work backwards. What privacy aspects of their tool/product do they want to highlight? What things do they not want to utilize, see or have happen? This has to happen at all levels of the iterative development process, as well as during the manufacturing / engineering phases. But it is most important to understand what the final offering should be before creating privacy by design. The worst thing that can happen from a cybersecurity perspective from this process is slapped on tools as an afterthought. Worse, ignoring parts of the tech stack in an effort to streamline or save costs.

已翻译

赞

加载更多内容

2 Identify and analyze the threats

The next step is to identify and analyze the threats that could compromise the security and privacy of your system, data, and users. You can use various methods and frameworks to help you with this step, such as STRIDE, PASTA, OCTAVE, or LINDDUN. You should consider the different sources and types of threats, such as malicious attackers, human errors, technical failures, natural disasters, or legal challenges. You should also evaluate the likelihood and impact of each threat, and the existing or planned controls to prevent or mitigate them.

添加您的观点

Adam Cieslinski

Web Assistant at Somerset Council | 10+ Years of Media Experience: Fusing Web Development and Graphic Design for Exceptional Digital Experiences | LinkedIn Top Voice
举报内容
Leverage threat intelligence feeds and collaborate with industry peers to gain real-time insights into emerging threats specific to your sector. Actively participate in information-sharing communities and forums to stay ahead of evolving attack vectors and tactics. Conduct regular red team exercises to simulate sophisticated adversaries and assess the effectiveness of your defenses. Additionally, incorporate scenario-based threat modeling, envisioning potential future threats to ensure your security measures are forward-thinking. By embracing a holistic approach that combines established frameworks with real-time threat intelligence, you fortify your ability to anticipate, respond to, and mitigate a diverse range of threats.

已翻译

赞
Stéphane Plé

Chef de projet RGPD / NIS 2 / DPO @ LOB-Line Of Business
(已编辑)
举报内容
La méthode d’analyse d’impact Ebios RM - préconisée en France par la CNIL et l’ANSSI - permet d’identifier les sources de risques et ses impacts sur l’activité de la structure, et de traiter les risques par des mesures appropriées. Une fois le cadre et le socle de sécurité définis, les sources de risques identifiées, l’élaboration de scénarios stratégiques et de scénarios opérationnels effectuée, et les mesures de traitement des risques mises en place, la gestion du risque résiduel passe par la mise en place de procédures d’amélioration continue de la sécurité. Une réévaluation régulière des analyses de risques / analyses d’impact est bienvenue !

已翻译

赞

3 Apply the privacy by design principles

The third step is to apply the privacy by design principles to your threat modeling process, which will guide you in designing and implementing your system in a way that respects and protects the privacy of your users and stakeholders. These principles include being proactive instead of reactive, making privacy the default, embedding privacy into the design, achieving full functionality, ensuring end-to-end security, being visible and transparent, and respecting user privacy. Additionally, you should provide users with choices and control over their data, such as the ability to opt-in or opt-out, access, correct, or delete their data.

添加您的观点

Walter Haydock

I help AI-powered companies get ISO 42001 certified to manage cybersecurity, compliance, and privacy risk so they can innovate responsibly | NIST AI RMF and EU AI Act expert | Harvard MBA | Marine veteran
举报内容
Minimizing the amount of data you collect is a cost-effective way to implement privacy by design. 1. Capture forms. Are you just collecting email addresses for a newsletter? If so, is there a need to collect name, phone number, and state or country of residence? 2. Meeting recordings. Do you record video meetings and use the recordings to identify follow-up actions using AI tools? Biometric information often requires enhanced protection measures; make sure the productivity boosts from these AI apps is worth the additional risk. 3. Medical intake forms and records. Oftentimes patients must complete elaborate and detailed medical history forms when seeing a certain doctor or practice, despite the fact much of this information is never used.

已翻译

赞
Stéphane Plé

Chef de projet RGPD / NIS 2 / DPO @ LOB-Line Of Business
举报内容
La protection de la vie privée dès la conception et par défaut est une obligation visée à l’article 25 du RGPD. Elle impose la mise en place de mesures appropriées comme la minimisation de la collecte de données à caractère personnel, la pseudonymisation des données, le chiffrement… Ces mesures permettent par défaut de limiter certains risques ou d’en réduire les impacts.

已翻译

赞

4 Validate and verify your results

The fourth step is to validate and verify your results, and to test and evaluate your system against the privacy requirements and expectations that you defined in the first step. You should use various methods and tools to check and measure the effectiveness and performance of your system, such as audits, reviews, inspections, simulations, or user feedback. You should also document and report your findings and recommendations, and identify any gaps or issues that need to be addressed or improved.

添加您的观点

5 Update and maintain your system

The final step is to update and maintain your system, and to monitor and respond to any changes or incidents that could affect the security and privacy of your system, data, and users. You should establish and follow a regular schedule and process for updating and maintaining your system, and for reviewing and revising your threat modeling process. You should also be prepared and ready to handle any privacy breaches or complaints, and to notify and assist your users and stakeholders in case of any privacy incidents.

添加您的观点

Veeral S.

Cybersecurity SME
举报内容
Integrating privacy by design into threat modeling is crucial for robust security. Begin by identifying personal data in your system and assessing potential risks to privacy. Prioritize mitigations that align with privacy principles, such as data minimization and user consent. Regularly review and update threat models to adapt to evolving privacy requirements. Involve cross-functional teams, including legal and compliance, to ensure a comprehensive approach. Lastly, document and communicate privacy considerations transparently. This proactive integration not only safeguards user data but also enhances trust in your products and services. #PrivacyByDesign #ThreatModeling #Cybersecurity

已翻译

赞

6 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

添加您的观点

Cybersecurity

+ 关注

给文章评分

我们借助人工智能创建了此文章。您认为这篇文章怎么样？

很棒不太好

举报此文章

查看全部

How can you integrate privacy by design principles into your threat modeling process?

1

2

3

4

5

6

1 Define your scope and objectives

2 Identify and analyze the threats

3 Apply the privacy by design principles

4 Validate and verify your results

5 Update and maintain your system

6 Here’s what else to consider

Cybersecurity

给文章评分

感谢您的反馈

更多Cybersecurity相关文章

更多相关阅读内容

How can you integrate privacy by design principles into your threat modeling process?

1

2

3

4

5

6

1 Define your scope and objectives

2 Identify and analyze the threats

3 Apply the privacy by design principles

4 Validate and verify your results

5 Update and maintain your system

6 Here’s what else to consider

Cybersecurity

给文章评分

感谢您的反馈

查看其他技能