Pith Number

pith:B5RSPPZF

pith:2024:B5RSPPZFSBWE5ZBBQOKRUNM65O

not attested not anchored not stored refs pending

When Fuzzing Meets LLMs: Challenges and Opportunities

Chijin Zhou, Fuchen Ma, Jie Liang, Jingzhou Fu, Mingzhe Wang, Quan Zhang, Shanshan Li, Yuanliang Chen, Yuheng Shen, Yu Jiang, Zhiyong Wu

arxiv:2404.16297 v1 · 2024-04-25 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5RSPPZFSBWE5ZBBQOKRUNM65O}

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	2026-07-05T08:12:04.145822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f6327bf25906c4ee42183951a359eebbc3bd53902053eb90eb27d0a714c111c

Aliases

arxiv: 2404.16297 · arxiv_version: 2404.16297v1 · doi: 10.48550/arxiv.2404.16297 · pith_short_12: B5RSPPZFSBWE · pith_short_16: B5RSPPZFSBWE5ZBB · pith_short_8: B5RSPPZF

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/B5RSPPZFSBWE5ZBBQOKRUNM65O \
  | 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: 0f6327bf25906c4ee42183951a359eebbc3bd53902053eb90eb27d0a714c111c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bd7facf6e20a6833d776d838b05dbab43915d0b71fa7b5d0bc6040392581731",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-25T02:37:56Z",
    "title_canon_sha256": "7f9c5ed71c31f2f1bceaff53f08f76947ec7fc749d819de8e8d28d23e1b71723"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16297",
    "kind": "arxiv",
    "version": 1
  }
}