Pith Number

pith:NYBHYQVA

pith:2024:NYBHYQVA4LBBLWM3OZDOGRRD4H

not attested not anchored not stored refs pending

SoK: Watermarking for AI-Generated Content

Andres Fabrega, Dawn Song, Florian Tramer, Jaiden Fairoze, Lei Li, Milad Nasr, Miranda Christ, Nicholas Carlini, Sam Gunn, Sanghyun Hong, Sanjam Garg, Somesh Jha, Xuandong Zhao, Yu-Xiang Wang

arxiv:2411.18479 v3 · 2024-11-27 · cs.CR · 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{NYBHYQVA4LBBLWM3OZDOGRRD4H}

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

8 papers in Pith

Is This AI? Longitudinal Analysis of Strategies Used for AI Detection on Two Subreddits

Triospect: A Three-Dimensional Framework for Robust Statistical AI-Generated Text Detection Against Diverse Attacks

Mitigating Watermark Forgery in Generative Models via Randomized Key Selection

Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption

Receipt and verification

First computed	2026-07-05T11:20:37.144665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e027c42a0e2c215d99b7646e34623e1d03f9ce830f9792bb0a5dfdafbb1b704

Aliases

arxiv: 2411.18479 · arxiv_version: 2411.18479v3 · doi: 10.48550/arxiv.2411.18479 · pith_short_12: NYBHYQVA4LBB · pith_short_16: NYBHYQVA4LBBLWM3 · pith_short_8: NYBHYQVA

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/NYBHYQVA4LBBLWM3OZDOGRRD4H \
  | 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: 6e027c42a0e2c215d99b7646e34623e1d03f9ce830f9792bb0a5dfdafbb1b704

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10d104749a219beb3341a9f187b3b64f4c6604d1ff6d8ce63de1214aaf999313",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-27T16:22:33Z",
    "title_canon_sha256": "56da3e2a0257da8bbfa32eb0550020b9b9494ae655a504aa877062ceb5f47229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18479",
    "kind": "arxiv",
    "version": 3
  }
}