Pith Number

pith:QJ4O6AXN

pith:2017:QJ4O6AXNBIXRKS6T6HO2SOQRBC

not attested not anchored not stored refs pending

Faster Fuzzing: Reinitialization with Deep Neural Models

Mark Raugas, Nathan Hilliard, Nicole Nichols, Robert Jasper

arxiv:1711.02807 v1 · 2017-11-08 · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QJ4O6AXNBIXRKS6T6HO2SOQRBC}

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	2026-05-18T00:31:01.688741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8278ef02ed0a2f154bd3f1dda93a1108b9e06616fdec2d18e0f2fafaf5b55bf1

Aliases

arxiv: 1711.02807 · arxiv_version: 1711.02807v1 · doi: 10.48550/arxiv.1711.02807 · pith_short_12: QJ4O6AXNBIXR · pith_short_16: QJ4O6AXNBIXRKS6T · pith_short_8: QJ4O6AXN

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/QJ4O6AXNBIXRKS6T6HO2SOQRBC \
  | 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: 8278ef02ed0a2f154bd3f1dda93a1108b9e06616fdec2d18e0f2fafaf5b55bf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d658a03dadeccded443f0aae28f4974dcd5c7a28e9d57a446ba7bbd1676e9c8",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-11-08T02:43:18Z",
    "title_canon_sha256": "45339f273c594538485cb9578e84927a83ed10ca57a83f5b95d6f087daa61e48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.02807",
    "kind": "arxiv",
    "version": 1
  }
}