Pith Number

pith:NP2M5AZH

pith:2025:NP2M5AZHMBLU5DHIACAI4ACT5U

not attested not anchored not stored refs pending

A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis

Aiying Zhang, Hao Zhu, Hongwen Deng, Hui Shen, Kuan-Jui Su, Likai Wang, Vince D. Calhoun, Xiaowen Liu, Yipu Zhang, Yuping Wang

arxiv:2502.01885 v1 · 2025-02-03 · cs.LG · cs.AI · eess.IV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NP2M5AZHMBLU5DHIACAI4ACT5U}

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.

Cited by

1 paper in Pith

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation

Receipt and verification

First computed	2026-07-05T10:09:20.783014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bf4ce832760574e8ce800808e0053ed2c25debb4cf35a27bce883f2142ce68a

Aliases

arxiv: 2502.01885 · arxiv_version: 2502.01885v1 · doi: 10.48550/arxiv.2502.01885 · pith_short_12: NP2M5AZHMBLU · pith_short_16: NP2M5AZHMBLU5DHI · pith_short_8: NP2M5AZH

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/NP2M5AZHMBLU5DHIACAI4ACT5U \
  | 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: 6bf4ce832760574e8ce800808e0053ed2c25debb4cf35a27bce883f2142ce68a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98cded2157dfe48994c71c9c0ffd0f32889c8bb64566b963887d7054da94d350",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-03T23:26:07Z",
    "title_canon_sha256": "e2e268776eaf9b2c443d43e67d4e137fee6b21c44ad5ef2b6f8bef738909119b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01885",
    "kind": "arxiv",
    "version": 1
  }
}