Pith Number

pith:3XMWQD5D

pith:2024:3XMWQD5D65E4ZX4HF44SSTXUVX

not attested not anchored not stored refs pending

Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges

Joey Tianyi Zhou, Ping Liu, Qiqi Tao

arxiv:2406.06965 v4 · 2024-06-11 · 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{3XMWQD5D65E4ZX4HF44SSTXUVX}

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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

4 papers in Pith

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge

SEED: A Large-Scale Benchmark for Provenance Tracing in Sequential Deepfake Facial Edits

Deepfake Detection Generalization with Diffusion Noise

Receipt and verification

First computed	2026-07-05T10:43:36.224691Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddd9680fa3f749ccdf872f39294ef4adcb6738819ee4d35df1f82df55888fd22

Aliases

arxiv: 2406.06965 · arxiv_version: 2406.06965v4 · doi: 10.48550/arxiv.2406.06965 · pith_short_12: 3XMWQD5D65E4 · pith_short_16: 3XMWQD5D65E4ZX4H · pith_short_8: 3XMWQD5D

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/3XMWQD5D65E4ZX4HF44SSTXUVX \
  | 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: ddd9680fa3f749ccdf872f39294ef4adcb6738819ee4d35df1f82df55888fd22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1da12d0a824438209a151059f5af8d8f1450465e4714ad59338fc2cd552fdb5b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-11T05:48:04Z",
    "title_canon_sha256": "dcce5b46a15f88e8fd2e9dc09a0d002f66a74b2eedaca1c026707f8d5eb1bf61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06965",
    "kind": "arxiv",
    "version": 4
  }
}