Pith Number

pith:2KKUCVTQ

pith:2017:2KKUCVTQWF5MQAOG6MHWEQLMET

not attested not anchored not stored refs pending

Learn&Fuzz: Machine Learning for Input Fuzzing

Hila Peleg, Patrice Godefroid, Rishabh Singh

arxiv:1701.07232 v1 · 2017-01-25 · cs.AI · cs.CR · cs.LG · cs.PL · 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{2KKUCVTQWF5MQAOG6MHWEQLMET}

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.

Cited by

1 paper in Pith

Capturing Monetarily Exploitable Vulnerability in Smart Contracts via Auditor Knowledge-Learning Fuzzing

Receipt and verification

First computed	2026-05-18T00:52:07.111570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d295415670b17ac801c6f30f62416c24cc70c5ef2558453e733c800014453f3f

Aliases

arxiv: 1701.07232 · arxiv_version: 1701.07232v1 · doi: 10.48550/arxiv.1701.07232 · pith_short_12: 2KKUCVTQWF5M · pith_short_16: 2KKUCVTQWF5MQAOG · pith_short_8: 2KKUCVTQ

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/2KKUCVTQWF5MQAOG6MHWEQLMET \
  | 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: d295415670b17ac801c6f30f62416c24cc70c5ef2558453e733c800014453f3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "517e761c0bf9ce98291e3e878056c09950f260793592828e91b695003d539370",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-01-25T10:01:39Z",
    "title_canon_sha256": "5af358ea7de7ceaa0d228a09e51a0da4707eb9cb98cae516e64bead46374be87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.07232",
    "kind": "arxiv",
    "version": 1
  }
}