What this covers
Turn emerging research into a controlled test before it becomes common knowledge.
ThreatCanary’s research workflow gathers global security research, forms testable hypotheses and validates them under the same scope and safety controls as the platform.
01Research beyond the English-language feed
- Monitor public technical research, exploit analysis and conference material across regions and languages.
- Translate and normalise Chinese, Russian and other non-English research while retaining the original source and provenance.
- Extract prerequisites, affected patterns and test ideas instead of reducing the research to a headline.
02Form a target-relevant hypothesis
- Match research prerequisites to observed technologies, APIs and behaviours in the exposure graph.
- State the expected security outcome and the evidence required to confirm or reject it.
- Rank hypotheses by target fit, novelty, potential impact and safe testability.
03Build and govern the test
- Reuse an approved methodology when one exists or generate a purpose-built controlled test.
- Require human approval for sensitive actions, uncertain tooling or material side effects.
- Preserve the source, translation, reasoning, test version and execution decision.
04Evidence delivered
- Confirmed, rejected or unresolved verdict with reproduction detail.
- A reusable methodology and test fixture where appropriate.
- Research provenance that lets a human researcher audit the entire chain.
