Pith Number

pith:LQNG634Z

pith:2025:LQNG634ZTMEJAYSN6QB6GI6SJ7

not attested not anchored not stored refs pending

A Robust Pipeline for Differentially Private Federated Learning on Imbalanced Clinical Data using SMOTETomek and FedProx

Rodrigo Tertulino

arxiv:2508.10017 v1 · 2025-08-06 · cs.CR · cs.AI · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQNG634ZTMEJAYSN6QB6GI6SJ7}

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	2026-07-05T11:53:29.320687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c1a6f6f999b0890624df403e323d24fcddcdb4cf46f49f52ec2487fa709ac1d

Aliases

arxiv: 2508.10017 · arxiv_version: 2508.10017v1 · doi: 10.48550/arxiv.2508.10017 · pith_short_12: LQNG634ZTMEJ · pith_short_16: LQNG634ZTMEJAYSN · pith_short_8: LQNG634Z

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/LQNG634ZTMEJAYSN6QB6GI6SJ7 \
  | 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: 5c1a6f6f999b0890624df403e323d24fcddcdb4cf46f49f52ec2487fa709ac1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b2b862bf1361b236654fbcdd42ed81f4c6d4a97c9aa7140eb3c3ea5cca0b037",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-06T20:47:50Z",
    "title_canon_sha256": "48c2c577d44f3e93a0e8bb5ff52658d2fe4140ccc2f2af47a6178d6dfb0181c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10017",
    "kind": "arxiv",
    "version": 1
  }
}