Experience DB Security Reasoning V1
Evaluation sample
This repository provides a 12-record evaluation sample of Experience DB Commercial V1.0, a structured cybersecurity reasoning knowledge base.
The full commercial edition contains 135 knowledge records:
- 47 security-review traps
- 43 lessons
- 27 defenses
- 18 patterns
The commercial dataset is designed as structured reference knowledge for security review, analysis workflows, RAG systems, internal agents, evaluation, and related research use cases.
What this sample contains
This repository contains only a small representative sample of the commercial dataset.
It does not contain:
- raw bug bounty reports
- internal investigation files
- operational transcripts
- private project data
- secrets or credentials
- internal corpus material
- internal provenance mappings
Quality and provenance
Experience DB Commercial V1.0 was produced from an internally audited source database and released as a separate sanitized artifact.
The commercial release is:
- provenance-traceable internally
- reproducibly built
- privacy-gated
- schema-documented
- machine-readable
- knowledge-only
The release passed its final integrity and privacy validation before publication.
Benchmark disclosure
A multimodel benchmark was performed during product validation.
The result was neutral with respect to consistent model-performance improvement.
Accordingly, no quantitative claim is made that this dataset improves model accuracy or vulnerability-detection performance.
The dataset is offered for the value of its structured, documented and traceable security-review knowledge.
Full commercial edition
Experience DB Commercial V1.0
- 135 records
- 47 TRAP
- 43 LESSON
- 27 DEFENSE
- 18 PATTERN
The full edition is available under a separate commercial license.
Potential licensed uses include:
- internal security research
- security-review knowledge bases
- RAG systems
- internal security agents
- evaluation workflows
- other agreed internal uses
Training, redistribution, resale, OEM use, and incorporation into commercial products require separate permission or licensing terms.
Commercial licensing
If you are evaluating the dataset for organizational use, request access to this sample and provide your organization and intended use.
The full dataset is not distributed through this public repository.
Version
Commercial release: V1.0
Release cutoff: 2026-08-29
Sample size: 12 records
- Downloads last month
- 19