Pith Number

pith:GETJJJXW

pith:2025:GETJJJXW7MJPMRUVBGJ5G53QII

not attested not anchored not stored refs pending

Reliable Vertical Federated Learning in 5G Core Network Architecture

Mohamad Mestoukirdi, Mourad Khanfouci

arxiv:2505.15244 v3 · 2025-05-21 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GETJJJXW7MJPMRUVBGJ5G53QII}

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	2026-07-05T11:25:45.039560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

312694a6f6fb12f646950993d37770420d9ea393b64632cb92248c0e1ef01147

Aliases

arxiv: 2505.15244 · arxiv_version: 2505.15244v3 · doi: 10.48550/arxiv.2505.15244 · pith_short_12: GETJJJXW7MJP · pith_short_16: GETJJJXW7MJPMRUV · pith_short_8: GETJJJXW

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/GETJJJXW7MJPMRUVBGJ5G53QII \
  | 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: 312694a6f6fb12f646950993d37770420d9ea393b64632cb92248c0e1ef01147

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0460092c5c5835920a70c1975b7a6aaca83906614f4190f9d4702370165ef6c8",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T08:20:16Z",
    "title_canon_sha256": "831599a3a94a3090db3a00e4baffd1fba9e6e5425ec6ecbb88a6a916c940e56d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15244",
    "kind": "arxiv",
    "version": 3
  }
}