Pith Number

pith:W7PBFHHN

pith:2018:W7PBFHHNOIIYBU7FHN7KLICBHS

not attested not anchored not stored refs pending

FuzzerGym: A Competitive Framework for Fuzzing and Learning

Michael D. Wagner, William Drozd

arxiv:1807.07490 v1 · 2018-07-19 · cs.SE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7PBFHHNOIIYBU7FHN7KLICBHS}

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

A systematic review of fuzzing based on machine learning techniques

Receipt and verification

First computed	2026-05-18T00:10:20.022827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7de129ced721180d3e53b7ea5a0413c8282f4c5c8cfbbfa117108c57578e097

Aliases

arxiv: 1807.07490 · arxiv_version: 1807.07490v1 · doi: 10.48550/arxiv.1807.07490 · pith_short_12: W7PBFHHNOIIY · pith_short_16: W7PBFHHNOIIYBU7F · pith_short_8: W7PBFHHN

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/W7PBFHHNOIIYBU7FHN7KLICBHS \
  | 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: b7de129ced721180d3e53b7ea5a0413c8282f4c5c8cfbbfa117108c57578e097

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4874685d0783a12503a39aec0d7b6275950d93957aa7117a0021b86c13636170",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-07-19T15:22:35Z",
    "title_canon_sha256": "abbdbcdfdd6e57960bf1391744c0bb6daa1468890f9d0624c00ae69a8513db07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.07490",
    "kind": "arxiv",
    "version": 1
  }
}