Public research portfolio

AI Cybersecurity Compliance Research

Exploring how Australia should regulate high-risk and agentic AI systems across cybersecurity, privacy, governance, and long-term digital risk.

I am building a public research trail for a future Master by Research in cybersecurity and AI governance. This site documents my readings, research notes, blogs, proposal development, and long-term roadmap for understanding how AI compliance laws should evolve over the next 5, 10, 20, and 50 years.

Research Focus

Agentic AI Governance

How autonomous and semi-autonomous AI systems should be identified, logged, constrained, and held accountable when they act across digital infrastructure.

Cybersecurity Compliance

How AI governance can align with cybersecurity controls, audit trails, risk management, incident response, and compliance evidence.

Australian AI Law and Policy

How Australia can develop practical AI laws and policy settings for high-risk systems, privacy, cyber resilience, and democratic accountability.

Main Research Question

How should Australia design cybersecurity-focused AI compliance laws and governance frameworks to regulate high-risk and agentic AI systems over the next 5-50 years?

Current Research Tracks

Primary AI laws and policies

Core legislation, proposals, and regulatory instruments shaping AI compliance.

AI governance frameworks

Risk, accountability, transparency, and oversight models for responsible AI.

Cybersecurity frameworks

Security controls and cyber governance standards relevant to AI systems.

Agentic AI and autonomous systems

Emerging agent standards, tool use, identity, logging, and autonomy risks.

AI risk and compliance

Compliance duties, assurance methods, impact assessments, and evidence practices.

Australia-specific AI law and policy

Australian guardrails, privacy guidance, cyber policy, and local governance gaps.

Latest Work

Latest blogs

Research notes on Australian AI guardrails, the EU AI Act, and the Council of Europe AI treaty.

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Latest readings

Starter reading log for laws, policies, frameworks, reports, and AI cybersecurity standards.

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Current research proposal progress

In progress: refining research question, source base, compliance matrix, and supervisor outreach package.

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5-50 Year Roadmap Preview

5 years

Practical AI compliance systems for organisations deploying high-risk AI.

10 years

Agentic AI identity, logging, accountability, and operational audit trails.

20 years

AI in national cyber defence, critical infrastructure, and high-consequence systems.

50 years

Global AI cyber law and long-term governance for autonomous digital systems.

Follow my research journey

Follow my research journey as I build a public, evidence-based foundation for Master by Research supervision and scholarship applications.

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