Pith Number

pith:KYI2WDNI

pith:2023:KYI2WDNIKJY4TN4TELQNPVCZZA

not attested not anchored not stored refs pending

Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models

Haixu Song, Shiyu Huang, Wei-Wei Tu, Yinpeng Dong

arxiv:2309.02218 v1 · 2023-09-05 · 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{KYI2WDNIKJY4TN4TELQNPVCZZA}

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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

3 papers in Pith

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

Deepfake Detection Generalization with Diffusion Noise

DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection

Receipt and verification

First computed	2026-07-05T06:47:57.376184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5611ab0da85271c9b79322e0d7d459c810ede6017798698e912fe8a705a193a0

Aliases

arxiv: 2309.02218 · arxiv_version: 2309.02218v1 · doi: 10.48550/arxiv.2309.02218 · pith_short_12: KYI2WDNIKJY4 · pith_short_16: KYI2WDNIKJY4TN4T · pith_short_8: KYI2WDNI

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/KYI2WDNIKJY4TN4TELQNPVCZZA \
  | 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: 5611ab0da85271c9b79322e0d7d459c810ede6017798698e912fe8a705a193a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaa1c149caba234b58c73b9aadeb70eb0ede96b741155b3e8075930d44240ee4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-05T13:22:41Z",
    "title_canon_sha256": "1166ca6f465fb5175f6394ae03fd37137c9a5e20b8e2d140f5be71ff4c2d72d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02218",
    "kind": "arxiv",
    "version": 1
  }
}