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Open_Ultra_SAST/benchmarks/pairs/README.md
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Marius Ciepluch 1ae41eea19 feat(propose-adjudicate-prove): overlay adjudicates inventory before prove
Regex inventory stays the proposer. MAP attaches promote/demote/unadjudicated/coverage
from intra-file taint (tree-sitter when a grammar parses, Python ast as last resort).
Deep sandboxes promotions only, ordered by the existing heuristic ranker plus optional
OpenRouter mechanism recall. The SAST pair slice scores overlay outcomes; the stage-1
detection gate and local pair gate stay inventory-only.
2026-09-04 13:57:33 +02:00

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Vuln vs fixed pair corpus

This corpus measures harness efficiency, not cheat-sheet recall.

The stage-1 smoke gate (python -m openultrasast.gate) scans one tree that already contains the planted sinks. A pair eval instead scans two isolated trees:

  1. vuln — only the vulnerable file. The harness should fire (true positive).
  2. fixed — only the patched file, same relative path. The harness should stay silent on that CWE (true negative).

pair_correct = detected on vuln and silent on the fix. That is the signal the improvement loop consumes (miss on the vuln side, fp on the fix side).

Layout

Path Role
catalog.toml Runnable offline pairs (local fixtures + vendored GitHub functions)
datasets.toml Pointers to public VFC datasets — do not vendor the dumps
datasets/cwe-bench-java-project_info.csv 120 vetted Java CVE buggy/fix commits
github/ Isolated function excerpts with provenance headers

Pairs in this directory must not join LANGUAGE_MANIFESTS.

Slices

  • local — in-tree fixture counterparts (app.py vs safe.py, …). CI gate: every local pair must pass (python -m openultrasast.pair_gate).
  • github — real commit/function pairs (SVEN, CWE-Bench-Java, NVD patterns). Measured, not a 90% smoke gate. Misses here are the honesty / evolve-the-harness dashboard.
  • sast — OWASP Benchmark Java/Python true-vs-false files and Juliet bad-vs-good sinks (benchmarks/pairs/sast/). Score is Youden (TPR − FPR). Honesty dashboard, not a CI fail.

Commands

uv run ousast pairs
uv run ousast pairs --slice github --json
uv run python -m openultrasast.pair_gate

Growing the corpus

Prefer function-level before/after from a reviewed source (SVEN jsonl, a CWE-Bench-Java fix_info.csv row, a GHSA with a tiny patch). Isolate the changed function into vuln / fixed files with the same relpath. Leave whole-repo clones to --fetch later; CI stays offline.