Here’s a compact blueprint for a **binary‑level knowledge base** that maps ELF Build‑IDs / PE signatures to vulnerable functions, patch lineage, and reachability hints—so your scanner can act like a provenance‑aware “binary oracle,” not just a CVE lookup.

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# Why this matters (in plain terms)

* **Same version ≠ same risk.** Distros (and vendors) frequently **backport** fixes without bumping versions. Only the **binary** tells the truth.
* **Function‑level matching** turns noisy “package has CVE” into precise “this exact function range is vulnerable in your binary.”
* **Reachability hints** cut triage noise by ranking vulns the code path can actually hit at runtime.

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# Minimal starter schema (MVP)

Keep it tiny so it grows with real evidence:

**artifacts**

* `id (pk)`
* `platform` (linux, windows)
* `format` (ELF, PE)
* `build_id` (ELF `.note.gnu.build-id`), `pdb_guid` / `pe_imphash` (Windows)
* `sha256` (whole‑file)
* `compiler_fingerprint` (e.g., `gcc-13.2`, `msvc-19.39`)
* `source_hint` (optional: pname/version if known)

**symbols**

* `artifact_id (fk)`
* `symbol_name`
* `addr_start`, `addr_end` (or RVA for PE)
* `section`, `file_offset` (optional)

**vuln_segments**

* `id (pk)`
* `cve_id` (CVE‑YYYY‑NNNN)
* `function_signature` (normalized name + arity)
* `byte_sig` (short stable pattern around the vulnerable hunk)
* `patch_sig` (pattern from fixed hunk)
* `evidence_ref` (link to patch diff, commit, or NVD note)
* `backport_flag` (bool)
* `introduced_in`, `fixed_in` (semver-ish text; note “backport” when used)

**matches**

* `artifact_id (fk)`, `vuln_segment_id (fk)`
* `match_type` (`byte`, `range`, `symbol`)
* `confidence` (0–1)
* `explain` (why we think this matches)

**reachability_hints**

* `artifact_id (fk)`, `symbol_name`
* `hint_type` (`imported`, `exported`, `hot`, `ebpf_seen`, `graph_core`)
* `weight` (0–100)

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# How the oracle answers “Am I affected?”

1. **Identify**: Look up by Build‑ID / PE signature; fall back to file hash.
2. **Locate**: Map symbols → address ranges; scan for `byte_sig`/`patch_sig`.
3. **Decide**:

   * if `patch_sig` present ⇒ **Not affected (backported)**.
   * if `byte_sig` present and reachable (weighted) ⇒ **Affected (prioritized)**.
   * if only `byte_sig` present, unreachable ⇒ **Affected (low priority)**.
   * if neither ⇒ **Unknown**.
4. **Explain**: Attach `evidence_ref`, the exact offsets, and the reason (match_type + reachability).

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# Ingestion pipeline (no humans in the loop)

* **Fingerprinting**: extract Build‑ID / PE GUID; compute `sha256`.
* **Symbol map**: parse DWARF/PDB if present; else fall back to heuristics (ELF `symtab`, PE exports).
* **Patch intelligence**: auto‑diff upstream commits (plus major distros) → synthesize short **byte signatures** around changed hunks (stable across relocations).
* **Evidence links**: store URLs/commit IDs for cross‑audit.
* **Noise control**: only accept a vuln signature if it hits N≥3 independent binaries across distros (tunable).

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# Deterministic verdicts (fit to Stella Ops)

* **Inputs**: `(artifact fingerprint, vuln_segments@version, reachability@policy)`
* **Output**: **Signed OCI attestation** “verdict.json” (same inputs → same verdict).
* **Replay**: keep rule bundle & feed hashes for audit.
* **Backport precedence**: `patch_sig` beats package version claims every time.

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# Fast path to MVP (2 sprints)

* Add a **Build‑ID/PE indexer** to Scanner.
* Teach Feedser/Vexer to ingest `vuln_segments` (with `byte_sig`/`patch_sig`).
* Implement matching + verdict attestation; surface **“Backported & Safe”** vs **“Affected & Reachable”** badges in UI.
* Seed DB with 10 high‑impact CVEs (OpenSSL, zlib, xz, glibc, libxml2, curl, musl, busybox, OpenSSH, sudo).

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# Example: SQL skeleton (Postgres)

```sql
create table artifacts(
  id bigserial primary key,
  platform text, format text,
  build_id text, pdb_guid text, pe_imphash text,
  sha256 bytea not null unique,
  compiler_fingerprint text, source_hint text
);

create table symbols(
  artifact_id bigint references artifacts(id),
  symbol_name text, addr_start bigint, addr_end bigint,
  section text, file_offset bigint
);

create table vuln_segments(
  id bigserial primary key,
  cve_id text, function_signature text,
  byte_sig bytea, patch_sig bytea,
  evidence_ref text, backport_flag boolean,
  introduced_in text, fixed_in text
);

create table matches(
  artifact_id bigint references artifacts(id),
  vuln_segment_id bigint references vuln_segments(id),
  match_type text, confidence real, explain text
);

create table reachability_hints(
  artifact_id bigint references artifacts(id),
  symbol_name text, hint_type text, weight int
);
```

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If you want, I can:

* drop in a tiny **.NET 10** matcher (ELF/PE parsers + byte‑window scanner),
* wire verdicts as **OCI attestations** in your current pipeline,
* and prep the first **10 CVE byte/patch signatures** to seed the DB.