Active research
Scientific articles and research
I document active research as a traceable process: question, method, evidence, limitations, and publication status.
A working paper is not a published result. I keep that boundary explicit and add formal publication details only after they exist.
Active working paper
Working paper · Not peer reviewed
ForensicSufficiencyBench: Measuring Incident Identifiability under Privacy, Cost, and Missing-Telemetry Constraints
I am investigating whether incident questions remain answerable when telemetry is constrained by missing data, privacy requirements, and operational cost. The work separates information sufficiency from analyzer performance and treats negative or inconclusive results as valid outcomes.
Research in progress
Benchmark design
Security and forensics
Reproducibility
How I structure the work
Falsifiable questions
I define what evidence could support, reject, or leave a research claim inconclusive before treating it as a result.
Reproducible artifacts
I connect the paper direction to versioned protocols, tests, experiment records, and machine-verifiable outputs.
Explicit limits
I separate candidate ideas, validated findings, novelty claims, and work that is not yet authorized by the evidence.
Publication record
No peer-reviewed publication is claimed on this page yet. When a manuscript is submitted or published, I will add its venue, version date, DOI or stable URL, authorship, code, artifacts, and exact evidence status.