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!

October 2025

36 practice exercises

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

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

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

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Instructor

Matt Bushby
Macquarie University
15 Courses8,081 learners

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