Solution

Phishing OSINT research platform for universities and cyber labs

Research teams need defensible data, not just screenshots or raw blocklists: source provenance, confirmation states, redaction boundaries, graph relationships and longitudinal snapshots.

Direct answer

Can universities use the public research pages as citations? Yes. Research articles include canonical URLs, citation snippets, selected sources and fixed public-safe observation modules when published.

Research questions PhishNet supports

PhishNet supports studies on Belgian/Benelux phishing trends, social-engineering psychology, mule-route behavior, source overlap, evidence readiness, country differences, kit reuse, campaign DNA, active OSINT ethics and infrastructure behavior.

What is unique

The platform combines Belgian official warnings, global feeds, CT/URL evidence, source quality, public-safe daily snapshots, active OSINT under authorization, kit weakness intelligence and a fraud-route graph that connects domains, URLs, phones, IBANs, wallets, handles, evidence, sources and campaigns.

Data access model

Public pages expose sanitized modules and citations; authenticated research partnerships can access deeper operational datasets with provenance, role controls, redaction status and export formats such as CSV, JSONL, STIX, MISP and graph exports.

Visual and empirical outputs

Researchers can use brand/TLD matrices, source-overlap matrices, evidence-readiness pipelines, CT-to-liveness timelines, mule-route graphs and country comparison snapshots as reproducible starting points for papers, theses, policy notes and applied security studies.

How PhishNet uses this

Inside PhishNet this topic is treated as operational graph context: observations are linked to sources, evidence, Belgian relevance, confirmation state, liveness, campaigns and exports. Public pages explain the method; authenticated users can pivot into the full platform workflow when a signal needs investigation or handoff.

Selected sources and research

These pages combine PhishNet platform knowledge with public research, official Belgian sources and open OSINT documentation.

Common questions

Can universities use the public research pages as citations?

Yes. Research articles include canonical URLs, citation snippets, selected sources and fixed public-safe observation modules when published.

Can PhishNet provide deeper data for a research project?

Yes, through authenticated access and export agreements that preserve operational security, sensitive-data controls and provenance.

Does public research expose dangerous IOCs?

No. Public examples are redacted; operational IOCs remain inside authenticated PhishNet workflows except raw secrets and victim data, which stay restricted.

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