mirror of
https://github.com/norandom/OpenUltraSAST.git
synced 2026-10-17 12:09:27 +00:00
Harvest 176 isolated vuln-vs-fix functions (109 CVEs, 352 training rows) into benchmarks/pairs/vfc with provenance and a JSONL training manifest. Score the slice as an honesty dashboard (ousast pairs --slice vfc); keep the pair gate on the local fixtures only.
59 lines
2.4 KiB
Markdown
59 lines
2.4 KiB
Markdown
# 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.
|
||
- **vfc** — reviewed isolated functions from OpenSSL, Firefox, Chromium, and
|
||
curl (`benchmarks/pairs/vfc/`). Overlay vs inventory scoreboard. Honesty
|
||
dashboard, not a CI fail. Training labels (vuln vs fixed) are
|
||
`vfc/training/manifest.jsonl` (vuln vs fixed, one snapshot per line).
|
||
Grow with a blobless `git log --grep=CVE-202` mine plus `vfc/harvest.py`,
|
||
then `vfc/generate_catalog.py` (maintainer, not CI).
|
||
|
||
## Commands
|
||
|
||
```bash
|
||
uv run ousast pairs
|
||
uv run ousast pairs --slice github --json
|
||
uv run ousast pairs --slice vfc --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.
|