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
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

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

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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

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

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

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

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

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

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Instructor

Matt Bushby
Macquarie University
15 Courses6,770 learners

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