Pith Number

pith:G3B56L5P

pith:2025:G3B56L5PIJ6O2GZ5Q37GQYOMJC

not attested not anchored not stored refs pending

Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation

Dinh-Thuc Nguyen, Hong-Hanh Nguyen-Le, Nhien-An Le-Khac, Van-Tuan Tran

arxiv:2505.18787 v2 · 2025-05-24 · cs.CV · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G3B56L5PIJ6O2GZ5Q37GQYOMJC}

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	2026-07-05T11:23:28.542263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36c3df2faf427ced1b3d86fe6861cc489951ae0e20d359c85f9b1ba2d9bba0c8

Aliases

arxiv: 2505.18787 · arxiv_version: 2505.18787v2 · doi: 10.48550/arxiv.2505.18787 · pith_short_12: G3B56L5PIJ6O · pith_short_16: G3B56L5PIJ6O2GZ5 · pith_short_8: G3B56L5P

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/G3B56L5PIJ6O2GZ5Q37GQYOMJC \
  | 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: 36c3df2faf427ced1b3d86fe6861cc489951ae0e20d359c85f9b1ba2d9bba0c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54be818825f5aa750a1e7fdc89db10c76b33bdbfa3f300ed227b120ffeee72c9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-24T16:58:53Z",
    "title_canon_sha256": "2551abc91df455a15375af452cab835c218b2c2f87d0fa2dbf9543f6103f82fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18787",
    "kind": "arxiv",
    "version": 2
  }
}