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CYBERSECURITY · AUTONOMOUS SYSTEMS

MAD-GUARD

Resilient systems by design.

A research direction investigating multi-agent reinforcement learning for autonomous moving-target defence in software-defined zero-trust environments.

Research in development
OVERVIEW

Research direction

MAD-GUARD explores how multi-agent reinforcement learning could support adaptive moving-target defence in software-defined zero-trust architectures. The research direction brings together autonomous decision-making, network resilience and security policy.

AREAS OF FOCUS

Current focus

  • Multi-agent reinforcement learning
  • Autonomous moving-target defence
  • Software-defined zero-trust architectures
TRANSPARENCY NOTE

This page describes the initiative's research direction. It does not imply peer-reviewed publication, validated results or completed milestones unless those are separately documented.

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