Pith Number

pith:4IWJRKVH

pith:2023:4IWJRKVHCUPHD5WX2NFPTSE3KR

not attested not anchored not stored refs pending

A Survey of Federated Learning for Connected and Automated Vehicles

Liangqi Yuan, Stanislaw H /.Zak, Vishnu Pandi Chellapandi, Ziran Wang

arxiv:2303.10677 v1 · 2023-03-19 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4IWJRKVHCUPHD5WX2NFPTSE3KR}

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	2026-07-05T05:52:35.109474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e22c98aaa7151e71f6d7d34af9c89b545afbc5c1206420dc7f6d4e065a0aa84b

Aliases

arxiv: 2303.10677 · arxiv_version: 2303.10677v1 · doi: 10.48550/arxiv.2303.10677 · pith_short_12: 4IWJRKVHCUPH · pith_short_16: 4IWJRKVHCUPHD5WX · pith_short_8: 4IWJRKVH

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/4IWJRKVHCUPHD5WX2NFPTSE3KR \
  | 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: e22c98aaa7151e71f6d7d34af9c89b545afbc5c1206420dc7f6d4e065a0aa84b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf5990b2b004b89062b1bc958645ba9b2d9ee6655389f6317cef4a3d845b049a",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-19T14:44:37Z",
    "title_canon_sha256": "bdbfe39d8ac7e23a69cd0eff8120c6290214bdb9d44d75cb4682dd8a6932722e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10677",
    "kind": "arxiv",
    "version": 1
  }
}