Pith Number

pith:KZRQ6HUF

pith:2026:KZRQ6HUFIEFV3DGHMMO5TXDTM4

not attested not anchored not stored refs pending

RAVEN: Agentic RAG for Automated Vulnerability Repair

Alexandra Dmitrienko, Varun Gadey, Zijie Liu

arxiv:2606.22647 v1 · 2026-06-21 · cs.CR · cs.LG · 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{KZRQ6HUFIEFV3DGHMMO5TXDTM4}

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	2026-06-23T02:13:43.912574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56630f1e85410b5d8cc7631dd9dc73672c5ddf1455e74b1bc055229b1908529c

Aliases

arxiv: 2606.22647 · arxiv_version: 2606.22647v1 · doi: 10.48550/arxiv.2606.22647 · pith_short_12: KZRQ6HUFIEFV · pith_short_16: KZRQ6HUFIEFV3DGH · pith_short_8: KZRQ6HUF

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/KZRQ6HUFIEFV3DGHMMO5TXDTM4 \
  | 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: 56630f1e85410b5d8cc7631dd9dc73672c5ddf1455e74b1bc055229b1908529c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "564e1cafe3ef31a6748095498abd57e0cf48bf04c865a02df1642f70843d3805",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-21T19:18:06Z",
    "title_canon_sha256": "6066457ff606f63e09d470d3b891b0a3dd3bb7da7b41a422c8a282865b2051fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22647",
    "kind": "arxiv",
    "version": 1
  }
}