Pith Number

pith:BKPS3Z4G

pith:2026:BKPS3Z4GWJEOIH5HRAWJVC56YY

not attested not anchored not stored refs pending

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection

Guozhu Meng, Mingyang Sun

arxiv:2607.13439 v1 · 2026-07-15 · cs.CR · 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{BKPS3Z4GWJEOIH5HRAWJVC56YY}

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	2026-07-16T01:22:12.815378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a9f2de786b248e41fa7882c9a8bbec614acf2abdd50bd99a175ccdc22849be9

Aliases

arxiv: 2607.13439 · arxiv_version: 2607.13439v1 · doi: 10.48550/arxiv.2607.13439 · pith_short_12: BKPS3Z4GWJEO · pith_short_16: BKPS3Z4GWJEOIH5H · pith_short_8: BKPS3Z4G

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/BKPS3Z4GWJEOIH5HRAWJVC56YY \
  | 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: 0a9f2de786b248e41fa7882c9a8bbec614acf2abdd50bd99a175ccdc22849be9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dc94c586f2a65096bc7918e548ed72d55333cf0597d699b7b8846a4dd77653c",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-15T04:49:05Z",
    "title_canon_sha256": "5985c978a772bddcc2d54686752a15e81b89e6444b168c1571cebfdb060fec14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.13439",
    "kind": "arxiv",
    "version": 1
  }
}