Academic project / Threat hunting

Testing Windows telemetry in a HELK threat-hunting lab

I evaluated HELK deployment and Windows logging options against simulated attacks, documenting the setup and detection results in an academic report.

University in LebanonComputer Science student2 min read

In a Computer Science project, I investigated how Windows logging choices affected the evidence available to a threat-hunting platform. I worked with HELK and documented its deployment, logging options and detection effectiveness against a range of simulated attacks.

The output was a technical report connecting the lab setup with the results of the simulations. This gave me practical academic experience of relating logged activity to the attacks a defender was trying to detect.

Methods, evidence & technical decisions

Deployment and Windows logging

I documented HELK deployment details and Windows logging options as part of the academic evaluation. The work connected configuration of the lab with the telemetry available for threat hunting.

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Simulated attacks and observed detection

I evaluated detection effectiveness against a range of simulated attacks and recorded the results in a technical report. This was an academic lab exercise, separate from the production investigations and detection work in my professional cases.

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Skills used in this work

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Research & academic foundationsDetection engineering

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