Pith Number

pith:NXZPU6Y5

pith:2022:NXZPU6Y5JKH36T6FLJHSRVMEHC

not attested not anchored not stored refs pending

Reward Systems for Trustworthy Medical Federated Learning

Ali Sunyaev, Florian Leiser, Konstantin D. Pandl, Scott Thiebes

arxiv:2205.00470 v2 · 2022-05-01 · cs.LG · cs.CY · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXZPU6Y5JKH36T6FLJHSRVMEHC}

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

WallStreetFeds: Client-Specific Tokens as Investment Vehicles in Federated Learning

Receipt and verification

First computed	2026-07-05T06:06:28.448688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6df2fa7b1d4a8fbf4fc55a4f28d58438a929ef906bec8a72b5691d1b957ab77e

Aliases

arxiv: 2205.00470 · arxiv_version: 2205.00470v2 · doi: 10.48550/arxiv.2205.00470 · pith_short_12: NXZPU6Y5JKH3 · pith_short_16: NXZPU6Y5JKH36T6F · pith_short_8: NXZPU6Y5

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/NXZPU6Y5JKH36T6FLJHSRVMEHC \
  | 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: 6df2fa7b1d4a8fbf4fc55a4f28d58438a929ef906bec8a72b5691d1b957ab77e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea14a1657f022eafa170c6a731dd32bdbf9abffc7ab142e9252dafc80b9993cf",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-01T14:01:33Z",
    "title_canon_sha256": "bed27d218fec05300b63763c8761e66bd7d488c7b2e13a0fb89ce2669ab47a15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.00470",
    "kind": "arxiv",
    "version": 2
  }
}