Pith Number

pith:DDLTKIJT

pith:2024:DDLTKIJTOSDXZHSZI6PJYSULT2

not attested not anchored not stored refs pending

FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Bin Xia, Jiaya Jia, Wenming Yang, Zhengchao Huang, Zhun Mou, Zicheng Lin

arxiv:2408.10072 v2 · 2024-08-19 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DDLTKIJTOSDXZHSZI6PJYSULT2}

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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

6 papers in Pith

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation

JECA^2: Judgment-Explanation Consistent Adversarial Attack against Forensic Vision-Language Models

FakeVLM-R1: Internalizing Physical Laws via CoT for Synthetic Image Detection

Toward Generalizable Forgery Detection and Reasoning

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection

Receipt and verification

First computed	2026-07-05T09:38:28.540673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18d735213374877c9e59479e9c4a8b9e96f11f59e241cf84b9772017461657ca

Aliases

arxiv: 2408.10072 · arxiv_version: 2408.10072v2 · doi: 10.48550/arxiv.2408.10072 · pith_short_12: DDLTKIJTOSDX · pith_short_16: DDLTKIJTOSDXZHSZ · pith_short_8: DDLTKIJT

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/DDLTKIJTOSDXZHSZI6PJYSULT2 \
  | 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: 18d735213374877c9e59479e9c4a8b9e96f11f59e241cf84b9772017461657ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6542d579a39006b6ba1bb07f12fd71c50fd46a52e5c64f495b99c502ac41257e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-19T15:15:20Z",
    "title_canon_sha256": "d285883df96ddeb613171828ab3124c3660f9e24dbc02e2905e39057cf42c593"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10072",
    "kind": "arxiv",
    "version": 2
  }
}