Pith Number

pith:JBCDGGJ4

pith:2025:JBCDGGJ4KSWX2U2EUWRLMMHY33

not attested not anchored not stored refs pending

MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution

Ajian Liu, Haoyuan Zhang, Li Gao, Siran Peng, Tianshuo Zhang, Xiangyu Zhu, Zhen Lei, Zipei Wang

arxiv:2505.02013 v1 · 2025-05-04 · 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{JBCDGGJ4KSWX2U2EUWRLMMHY33}

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

VRAG-DFD: Verifiable Retrieval-Augmentation for MLLM-based Deepfake Detection

Receipt and verification

First computed	2026-07-05T10:58:30.333557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

484433193c54ad7d5344a5a2b630f8deca2a3a1f1d5fb68c9d67836057d23311

Aliases

arxiv: 2505.02013 · arxiv_version: 2505.02013v1 · doi: 10.48550/arxiv.2505.02013 · pith_short_12: JBCDGGJ4KSWX · pith_short_16: JBCDGGJ4KSWX2U2E · pith_short_8: JBCDGGJ4

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/JBCDGGJ4KSWX2U2EUWRLMMHY33 \
  | 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: 484433193c54ad7d5344a5a2b630f8deca2a3a1f1d5fb68c9d67836057d23311

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f97b11ef11f26b4f9929d5a8969aec59cc285f203cf8a433a29885865b1aa4d6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-04T06:58:21Z",
    "title_canon_sha256": "3cf3b8f9cb3a30f2c08f99f3b87e67e3332354832465d54053092a52b721d4e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02013",
    "kind": "arxiv",
    "version": 1
  }
}