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      <description>&lt;p&gt;A useful cybersecurity lab should be realistic enough to make students think, but structured enough that instructors can reproduce the exercise, assess the outcome, and reset the environment quickly.&lt;/p&gt;
&lt;p&gt;The most effective labs I have run include three ingredients: a clear operational goal, observable evidence, and a written reflection. Students should know what system they are defending or investigating, what data they can trust, and how they will communicate findings.&lt;/p&gt;
&lt;p&gt;For security education, realism is not the same as complexity. A small, well-instrumented environment often teaches better judgment than a large environment that no one can explain.&lt;/p&gt;
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      <description>&lt;p&gt;This project prototypes a lightweight pipeline for collecting, normalizing, enriching, and prioritizing indicators of compromise relevant to campus networks and research infrastructure.&lt;/p&gt;
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      <description>&lt;p&gt;This project develops reusable cyber range scenarios for undergraduate and postgraduate cybersecurity courses. Learners investigate realistic alerts, collect forensic evidence, contain compromised services, and write executive-ready incident reports.&lt;/p&gt;
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