Pith. sign in
Pith Number

pith:KADMEEVL

pith:2023:KADMEEVLG4GZHP57ASX36OCNUJ
not attested not anchored not stored refs pending

How Effective Are They? Exploring Large Language Model Based Fuzz Driver Generation

Cen Zhang, Limin Sun, Mingqiang Bai, Wei Ma, Xiaofei Xie, Yang Liu, Yaowen Zheng, Yeting Li, Yuekang Li

arxiv:2307.12469 v5 · 2023-07-24 · cs.CR

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\usepackage{pith}
\pithnumber{KADMEEVLG4GZHP57ASX36OCNUJ}

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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 2026-07-05T08:49:25.193111Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5006c212ab370d93bfbf04afbf384da247bc001d0c80174e6e49c4fb44fba888

Aliases

arxiv: 2307.12469 · arxiv_version: 2307.12469v5 · doi: 10.48550/arxiv.2307.12469 · pith_short_12: KADMEEVLG4GZ · pith_short_16: KADMEEVLG4GZHP57 · pith_short_8: KADMEEVL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KADMEEVLG4GZHP57ASX36OCNUJ \
  | 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: 5006c212ab370d93bfbf04afbf384da247bc001d0c80174e6e49c4fb44fba888
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a8a5fb0936fa0e37047f7e0dcf015dcfe4f8c6b9d6ecb193b44cd351e44d158b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-07-24T01:49:05Z",
    "title_canon_sha256": "1f504a4214fcb21280aa65720712ee393a8678e1ecbf2ecc1dd38280ca65bf70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12469",
    "kind": "arxiv",
    "version": 5
  }
}