Pith Number

pith:BQJ2G2GI

pith:2023:BQJ2G2GIZ3FRTJCUDCU64XXGY3

not attested not anchored not stored refs pending

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

Baoyuan Wu, Qingshan Liu, Siwei Lyu, Yuhao Luo, Zhiyuan Yan

arxiv:2311.11278 v2 · 2023-11-19 · 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{BQJ2G2GIZ3FRTJCUDCU64XXGY3}

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	2026-07-05T08:01:34.491235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c13a368c8cecb19a45418a9ee5ee6c6e7890c0ff1b32798c5896b218a6dc3e1

Aliases

arxiv: 2311.11278 · arxiv_version: 2311.11278v2 · doi: 10.48550/arxiv.2311.11278 · pith_short_12: BQJ2G2GIZ3FR · pith_short_16: BQJ2G2GIZ3FRTJCU · pith_short_8: BQJ2G2GI

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/BQJ2G2GIZ3FRTJCUDCU64XXGY3 \
  | 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: 0c13a368c8cecb19a45418a9ee5ee6c6e7890c0ff1b32798c5896b218a6dc3e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21a724748dbb808ca2007c8f3df8e1529e101de027cfa5563ad747702b3a959f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-19T09:41:10Z",
    "title_canon_sha256": "49f41bf301206c66bf05ac2a4fa3f59faec9689362301f97aecc095af72c9856"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11278",
    "kind": "arxiv",
    "version": 2
  }
}