Pith Number

pith:7ZQYK62E

pith:2026:7ZQYK62E5HGOXJILN22M3M2RTB

not attested not anchored not stored refs pending

Neuro-Symbolic Proof-of-Vulnerability Generation with Open-Weight Models

Haipeng Cai, Yu Nong

arxiv:2608.04217 v1 · 2026-08-04 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ZQYK62E5HGOXJILN22M3M2RTB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-08-06T01:31:41.516161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe61857b44e9cceba50b6eb4cdb35198594feba9ff5eaed3497d020bc4a005fc

Aliases

arxiv: 2608.04217 · arxiv_version: 2608.04217v1 · doi: 10.48550/arxiv.2608.04217 · pith_short_12: 7ZQYK62E5HGO · pith_short_16: 7ZQYK62E5HGOXJIL · pith_short_8: 7ZQYK62E

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7ZQYK62E5HGOXJILN22M3M2RTB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: fe61857b44e9cceba50b6eb4cdb35198594feba9ff5eaed3497d020bc4a005fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e66a653942e87ac85e277a6b58730c93eea7aa4e595bde8ecf762abb9a22f91",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-04T20:37:21Z",
    "title_canon_sha256": "bead331286c719c7f8f454c96b03387f5deeaa0c376a85df2c0b6b371c3ac675"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04217",
    "kind": "arxiv",
    "version": 1
  }
}