Pith Number

pith:3DGTQI4T

pith:2025:3DGTQI4TOW5YOR27R6JLWADYWM

not attested not anchored not stored refs pending

Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images

Aref Azizpour, Matthew C. Stamm, Tai D. Nguyen

arxiv:2503.21003 v1 · 2025-03-26 · 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{3DGTQI4TOW5YOR27R6JLWADYWM}

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

Face-trace: Open-Set Attribution and Progressive Discovery of Synthetic Face Generators

Receipt and verification

First computed	2026-07-05T10:39:51.527356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8cd38239375bb87475f8f92bb0078b308642ffe0eb21a8d39e8077178c1d5de

Aliases

arxiv: 2503.21003 · arxiv_version: 2503.21003v1 · doi: 10.48550/arxiv.2503.21003 · pith_short_12: 3DGTQI4TOW5Y · pith_short_16: 3DGTQI4TOW5YOR27 · pith_short_8: 3DGTQI4T

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/3DGTQI4TOW5YOR27R6JLWADYWM \
  | 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: d8cd38239375bb87475f8f92bb0078b308642ffe0eb21a8d39e8077178c1d5de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8425fe2eddf32879de2dff87778a7125974dcde4be299e2f716b725ba748a631",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-26T21:34:37Z",
    "title_canon_sha256": "44c3cc1ab50fc0742bfd240d3f3113ea6fc4cc76e0829232c56e8c6dbe29cc11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21003",
    "kind": "arxiv",
    "version": 1
  }
}