Infrastructure for investigation

Resources for hands-on research.

Research workstations, controlled test devices, collection tools and reproducible workflows. Tell us what your study needs—we’ll help scope the resources to support it.

01Preparation · simulation · small models

Research compute

Multicore research workstations support data preparation, feature extraction, simulation and classical machine learning, with GPU acceleration for lightweight inference and small-model experiments.

Python workflowsGPU-assisted experimentsReproducible evaluation
02AI & Data Mining facilities

Shared departmental labs

Access to shared departmental workstations can be coordinated for approved projects. The facilities support database systems, machine learning, deep learning and network-security experimentation.

Supervised accessProject allocationLab scheduling
03Collection tools · analysis · evaluation

VPN & encrypted-traffic research

We develop tools for encrypted-traffic studies, including VPN traffic analysis, model evaluation and reproducibility checks. Our Android companion app coordinates PCAPdroid capture and labelled research uploads.

Traffic collectionVPN analysisMobile instrumentation
Explore the public collector ↗
04Original captures · third-party benchmarks · synthetic examples

Datasets & benchmarks

Our research combines project-generated traffic captures, third-party benchmark datasets and clearly labelled synthetic examples. Sources, preparation steps and evaluation splits stay distinguishable; access is reviewed for consent, licensing and release scope.

ProvenanceSplit documentationControlled sharing
05Android · rooted-device setups

Controlled device studies

Controlled Android test devices, including rooted-device setups where a study requires them, support approved instrumentation and traffic-collection experiments. Device requirements and access are agreed for each project.

Test-device accessInstrumentationApproved experiments
06Additional capacity by requirement

Project-specific support

Bring the research question and the resources it needs. We allocate available compute, data and device support to approved work, and can arrange additional capacity where project requirements and funding support it.

Compute planningSoftware requirementsResearch support
From question to experiment

What would help your research?

Share the objective, software or device setup, expected data size, compute needs and timeline. We’ll confirm an appropriate allocation and access plan.

Discuss your requirements →
  1. 01 · ScopeResearch question, workflow and practical requirements.
  2. 02 · AllocateMatch available resources, supervision and funding.
  3. 03 · EvaluateAgree the data rights, experiments and reproducibility record.

Shared facilities are scheduled, not exclusively allocated. Dataset sharing and additional capacity are confirmed for each approved project.