Pith Number

pith:2FJNPIEZ

pith:2024:2FJNPIEZWNDDI6NE657R2HGCC2

not attested not anchored not stored refs pending

D$^3$: Scaling Up Deepfake Detection by Learning from Discrepancy

Olga Russakovsky, Ye Zhu, Yongqi Yang, Yu Wu, Zhihao Qian

arxiv:2404.04584 v2 · 2024-04-06 · 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{2FJNPIEZWNDDI6NE657R2HGCC2}

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

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection

Receipt and verification

First computed	2026-07-05T10:37:25.477883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d152d7a099b3463479a4f77f1d1cc2169e2efdc0c2adec8625345627790d33d7

Aliases

arxiv: 2404.04584 · arxiv_version: 2404.04584v2 · doi: 10.48550/arxiv.2404.04584 · pith_short_12: 2FJNPIEZWNDD · pith_short_16: 2FJNPIEZWNDDI6NE · pith_short_8: 2FJNPIEZ

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/2FJNPIEZWNDDI6NE657R2HGCC2 \
  | 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: d152d7a099b3463479a4f77f1d1cc2169e2efdc0c2adec8625345627790d33d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9a45f96c48546b879ab1985aecdcff32ad3f1137dfd2290cadab7fd5422ed90",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-06T10:45:02Z",
    "title_canon_sha256": "7b943ecf6031fe26e0a83b1214e24457b5f5264e50d48454a6eaf919dd9b8e51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04584",
    "kind": "arxiv",
    "version": 2
  }
}