Pith Number

pith:3ELS4YTH

pith:2025:3ELS4YTHXRJRKMO6FKFQSRAD56

not attested not anchored not stored refs pending

Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection

Gaobo Yang, Keqin Li, Liejun Wang, Lixin Jia, Zhiqing Guo

arxiv:2508.10741 v1 · 2025-08-14 · 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{3ELS4YTHXRJRKMO6FKFQSRAD56}

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.

Receipt and verification

First computed	2026-07-05T11:54:01.803300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9172e6267bc531531de2a8b094403efbe1ce8b9f916ab988fc58c8a4798a750

Aliases

arxiv: 2508.10741 · arxiv_version: 2508.10741v1 · doi: 10.48550/arxiv.2508.10741 · pith_short_12: 3ELS4YTHXRJR · pith_short_16: 3ELS4YTHXRJRKMO6 · pith_short_8: 3ELS4YTH

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/3ELS4YTHXRJRKMO6FKFQSRAD56 \
  | 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: d9172e6267bc531531de2a8b094403efbe1ce8b9f916ab988fc58c8a4798a750

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d48f2c6fbd6032f41ecc1bf589919d933f14d2c84b92a6fa249e1edd09e151b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-14T15:27:21Z",
    "title_canon_sha256": "7d77cb9d78e5ddf4f644b12b1ef6886823b77e6fe4786bbe0f2175aa3db672b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10741",
    "kind": "arxiv",
    "version": 1
  }
}