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Research edition
The original postgraduate research has a public archival record on Zenodo.
Research · Book · Reference implementation
A practical investigation into turning AWS security events into explainable monitoring, threat detection, and incident-response workflows.
View the companion repositorySecurity signals are useful only when engineers can trace what happened and why the system responded.
The work began as a postgraduate project on intelligent cloud-security monitoring for AWS. It is now being developed into a public research edition, a forthcoming book, and a tested companion implementation.
The implementation separates ingestion, normalization, correlation, storage, alerting, response, and presentation so each decision can be inspected and tested.
CloudTrail activity and GuardDuty findings enter through Amazon EventBridge.
Source events are transformed into a common, versioned security-event schema.
Explainable rules connect related activity and assign threat scores.
Later phases add storage, alerting, investigation views, and deliberately constrained response.
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The original postgraduate research has a public archival record on Zenodo.
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The ORCID record will connect the research, software, and later publications.
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The companion repository is the technical source of truth for implemented and tested behavior.
The research record is available now; later publication links will be added after verification.