Pith Number

pith:573KORMI

pith:2025:573KORMIPISHEVU4QGO6LAFGV4

not attested not anchored not stored refs pending

ProDiGy: Proximity- and Dissimilarity-Based Byzantine-Robust Federated Learning

Luis Ma{\ss}ny, Rawad Bitar, Sena Ergisi

arxiv:2509.09534 v1 · 2025-09-11 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{573KORMIPISHEVU4QGO6LAFGV4}

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	2026-07-05T12:09:37.640611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eff6a745887a2472569c819de580a6af140a722cf2395d957d841adfaff114ed

Aliases

arxiv: 2509.09534 · arxiv_version: 2509.09534v1 · doi: 10.48550/arxiv.2509.09534 · pith_short_12: 573KORMIPISH · pith_short_16: 573KORMIPISHEVU4 · pith_short_8: 573KORMI

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/573KORMIPISHEVU4QGO6LAFGV4 \
  | 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: eff6a745887a2472569c819de580a6af140a722cf2395d957d841adfaff114ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9ad42d9a3db1077abebb9ad43e152429ec43a5901c94db7059eac191fa9a5c2",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-11T15:25:59Z",
    "title_canon_sha256": "c85908b80991c7829818281fb3ca7581b05e73984f88dd6245a59c3a3d131ebe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09534",
    "kind": "arxiv",
    "version": 1
  }
}