Pith Number

pith:SSFUBVW4

pith:2024:SSFUBVW4DYJYHQM6OPPAEMFD7G

not attested not anchored not stored refs pending

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Andreas M\"uller, Asja Fischer, Denis Lukovnikov, Erwin Quiring, Jonas Thietke

arxiv:2412.03283 v3 · 2024-12-04 · cs.CR · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SSFUBVW4DYJYHQM6OPPAEMFD7G}

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

2 papers in Pith

Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal

Towards Robust Content Watermarking Against Removal and Forgery Attacks

Receipt and verification

First computed	2026-07-05T11:17:38.556875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

948b40d6dc1e1383c19e73de0230a3f9b02e63e0039c745dacf217d7b80a5b0d

Aliases

arxiv: 2412.03283 · arxiv_version: 2412.03283v3 · doi: 10.48550/arxiv.2412.03283 · pith_short_12: SSFUBVW4DYJY · pith_short_16: SSFUBVW4DYJYHQM6 · pith_short_8: SSFUBVW4

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/SSFUBVW4DYJYHQM6OPPAEMFD7G \
  | 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: 948b40d6dc1e1383c19e73de0230a3f9b02e63e0039c745dacf217d7b80a5b0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "534d5e1b7301ea70541e51974fc62c7661f50e11d673507a11ac7683b42e9b5c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-04T12:57:17Z",
    "title_canon_sha256": "bced60c0ddc06ecf6f4b952154d70366b81856bd92d0c65dfe7f2dbf8498508d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03283",
    "kind": "arxiv",
    "version": 3
  }
}