Pith Number

pith:A3L2TTDC

pith:2024:A3L2TTDCTCOZXKH2GGJS6W2UAN

not attested not anchored not stored refs pending

Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets

Franz-Josef Pfreundt, Janis Keuper, Louis Weiss, Patrick Grommelt

arxiv:2403.17608 v2 · 2024-03-26 · cs.CV · 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{A3L2TTDCTCOZXKH2GGJS6W2UAN}

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

How Fragile Are Training-Free AI-Generated Image Detectors? A Controlled Audit of Score Direction, Preprocessing, and Compression

Fully AI-Generated Image Detection: Definition, Recent Advances and Challenges

Receipt and verification

First computed	2026-07-05T08:01:39.549532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06d7a9cc62989d9ba8fa31932f5b54034c6652c2f2da2796e3216db95a34a541

Aliases

arxiv: 2403.17608 · arxiv_version: 2403.17608v2 · doi: 10.48550/arxiv.2403.17608 · pith_short_12: A3L2TTDCTCOZ · pith_short_16: A3L2TTDCTCOZXKH2 · pith_short_8: A3L2TTDC

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/A3L2TTDCTCOZXKH2GGJS6W2UAN \
  | 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: 06d7a9cc62989d9ba8fa31932f5b54034c6652c2f2da2796e3216db95a34a541

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "984f6867267d5c9f1880211ed6c53b45ff530fa2758b1f9f73ce33d5dbf85fb1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-26T11:39:00Z",
    "title_canon_sha256": "df1d697b9c7602c1dbf183b3a4fb91190a85617631372174db8e8af48bbaecd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.17608",
    "kind": "arxiv",
    "version": 2
  }
}