Macquarie University
Cyber Security: Data, Privacy and AI Security Specialization
Macquarie University

Cyber Security: Data, Privacy and AI Security Specialization

Protect Data, Ensure Privacy, Secure AI. Develop in-demand skills to protect sensitive data, ensure privacy, and secure AI.

Matt Bushby

Instructor: Matt Bushby

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Get in-depth knowledge of a subject
Beginner level
No prior experience required
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Earn a Certificate
With paid plans
Get in-depth knowledge of a subject
Beginner level
No prior experience required
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Earn a Certificate
With paid plans

What you'll learn

  • Secure sensitive data using advanced protection and de-identification techniques.

  • Apply global privacy frameworks to ensure compliance and reduce risk.

  • Conduct privacy impact assessments and manage incident response effectively.

  • Defend AI systems against adversarial attacks and build robust, trustworthy models.

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Taught in English
Recently updated!

September 2025

36 practice exercises

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  • Learn in-demand skills from university and industry experts
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  • Develop a deep understanding of key concepts
  • Earn a career certificate from Macquarie University

Specialization - 3 course series

Cyber Security: Data Privacy

Cyber Security: Data Privacy

Course 118 hours

What you'll learn

  • Build and maintain accurate data inventories to track and govern personal information.

  • Apply Privacy by Design principles to embed safeguards across systems and services.

  • Conduct Privacy and Algorithmic Impact Assessments to identify and mitigate risks.

  • Use de-identification techniques while managing re-identification vulnerabilities.

Skills you'll gain

Incident Response, Responsible AI, Information Privacy, General Data Protection Regulation (GDPR), Cyber Security Policies, Compliance Management, Data Security, Cyber Operations, Algorithms, Data Governance, Cybersecurity, Risk Analysis, Law, Regulation, and Compliance, Cyber Security Strategy, Governance, Personally Identifiable Information, Data Management, Data Ethics, Artificial Intelligence, and Data Science

What you'll learn

  • Understand key risks to data security and privacy in digital environments.

  • Apply de-identification and anonymisation methods to protect sensitive data.

  • Navigate global privacy frameworks like GDPR and local legal obligations.

  • Implement controls to secure data across storage, access, and sharing systems.

Skills you'll gain

Information Privacy, Data Security, Cybersecurity, Data Ethics, Cyber Risk, Risk Management, Compliance Management, Data Governance, Security Software, Threat Modeling, Vulnerability, Data Access, Security Strategy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Vulnerability Assessments, NIST 800-53, Security Management, Data Encryption Standard, and Threat Detection

What you'll learn

  • Identify emerging threats targeting AI systems and applications.

  • Apply defences to protect AI from adversarial attacks and model leakage.

  • Evaluate AI security controls, testing methods, and trade-offs.

  • Understand regulation, responsible AI principles, and future risks.

Skills you'll gain

Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Cybersecurity, DevSecOps, Security Controls, Cyber Attacks, Cyber Governance, Governance, Data Security, Cyber Threat Intelligence, Applied Machine Learning, Application Security, Threat Modeling, Encryption, Machine Learning, Application Programming Interface (API), Risk Management, Security Engineering, and Regulation and Legal Compliance

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Instructor

Matt Bushby
Macquarie University
15 Courses8,073 learners

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