Pith. sign in
Pith Number

pith:N7AAK4QQ

pith:2023:N7AAK4QQHRKELKMDWROV4FJ6MN
not attested not anchored not stored refs pending

Boosting Generalization with Adaptive Style Techniques for Fingerprint Liveness Detection

Adam Yule, Bo Lin, Jiajun Liang, Kexin Zhu, Yang Qiu, Yao Tang

arxiv:2310.13573 v3 · 2023-10-20 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N7AAK4QQHRKELKMDWROV4FJ6MN}

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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.
Receipt and verification
First computed 2026-07-05T07:04:21.928914Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6fc00572103c5445a983b45d5e153e6341f9d388b3d265e94fcffc6d682b639d

Aliases

arxiv: 2310.13573 · arxiv_version: 2310.13573v3 · doi: 10.48550/arxiv.2310.13573 · pith_short_12: N7AAK4QQHRKE · pith_short_16: N7AAK4QQHRKELKMD · pith_short_8: N7AAK4QQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N7AAK4QQHRKELKMDWROV4FJ6MN \
  | 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: 6fc00572103c5445a983b45d5e153e6341f9d388b3d265e94fcffc6d682b639d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4f6a459b7cf131debde7e0cd859d1f437fe03fac2fd469ca4f9fd029f3f9f7b5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-20T15:10:46Z",
    "title_canon_sha256": "d80c55a91a8be2b3b043368501ae6bd059145b6458440d7a1deefe9f8f9698b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13573",
    "kind": "arxiv",
    "version": 3
  }
}