Pith Number

pith:JOXIGPCC

pith:2023:JOXIGPCC5CDASOJXEV5HXXHQ6W

not attested not anchored not stored refs pending

Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges

Christopher G. Brinton, Liangqi Yuan, Stanislaw H Zak, Vishnu Pandi Chellapandi, Ziran Wang

arxiv:2308.10407 v2 · 2023-08-21 · cs.LG · cs.CR · cs.DC · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JOXIGPCC5CDASOJXEV5HXXHQ6W}

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

Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving

Receipt and verification

First computed	2026-07-05T07:11:36.054521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bae833c42e886093937257a7bdcf0f5833f225ad92b80926704a094116a3d26

Aliases

arxiv: 2308.10407 · arxiv_version: 2308.10407v2 · doi: 10.48550/arxiv.2308.10407 · pith_short_12: JOXIGPCC5CDA · pith_short_16: JOXIGPCC5CDASOJX · pith_short_8: JOXIGPCC

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/JOXIGPCC5CDASOJXEV5HXXHQ6W \
  | 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: 4bae833c42e886093937257a7bdcf0f5833f225ad92b80926704a094116a3d26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "387ac6b16eebb574ce34556a722413bf0a6bc0ac025110b7e8ce1863d3af2a20",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-21T01:21:21Z",
    "title_canon_sha256": "029e151940b20c8d7024fe0d09510d1700b1534fd7ad366c35be2a63ba38b10e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10407",
    "kind": "arxiv",
    "version": 2
  }
}