Pith. sign in
Pith Number

pith:NOUJRRAP

pith:2025:NOUJRRAPECPTMPK2SA2TYJHLWN
not attested not anchored not stored refs pending

Enhancing Abnormality Identification: Robust Out-of-Distribution Strategies for Deepfake Detection

Fabrizio Casadei, Irene Amerini, Luca Maiano

arxiv:2506.02857 v1 · 2025-06-03 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NOUJRRAPECPTMPK2SA2TYJHLWN}

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 2026-07-05T11:15:10.550885Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6ba898c40f209f363d5a90353c24ebb367474325e8e0f710c41df0baeb84c02a

Aliases

arxiv: 2506.02857 · arxiv_version: 2506.02857v1 · doi: 10.48550/arxiv.2506.02857 · pith_short_12: NOUJRRAPECPT · pith_short_16: NOUJRRAPECPTMPK2 · pith_short_8: NOUJRRAP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NOUJRRAPECPTMPK2SA2TYJHLWN \
  | 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: 6ba898c40f209f363d5a90353c24ebb367474325e8e0f710c41df0baeb84c02a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "528d39a45b4416529787c5f329f535126e9f2c5fd38f5041c2ebb5937b094feb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-03T13:24:33Z",
    "title_canon_sha256": "3da5a838e194fb848eb427fbba6bd0bb036be5301f41d10db138b10b141d6710"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02857",
    "kind": "arxiv",
    "version": 1
  }
}