Pith Number

pith:GCWLJ3LJ

pith:2020:GCWLJ3LJ65FBKMFI3L37TOPNHU

not attested not anchored not stored refs pending

Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges

Choong Seon Hong, Ekram Hossain, Latif U. Khan, Walid Saad, Zhu Han

arxiv:2009.13012 v2 · 2020-09-28 · 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{GCWLJ3LJ65FBKMFI3L37TOPNHU}

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

Experimentally validated quantum-secure federated learning over a multi-user quantum network

Receipt and verification

First computed	2026-07-05T02:50:27.655389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30acb4ed69f74a1530a8daf7f9b9ed3d043cb487140aae04d36c79a3ad3ecc36

Aliases

arxiv: 2009.13012 · arxiv_version: 2009.13012v2 · doi: 10.48550/arxiv.2009.13012 · pith_short_12: GCWLJ3LJ65FB · pith_short_16: GCWLJ3LJ65FBKMFI · pith_short_8: GCWLJ3LJ

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/GCWLJ3LJ65FBKMFI3L37TOPNHU \
  | 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: 30acb4ed69f74a1530a8daf7f9b9ed3d043cb487140aae04d36c79a3ad3ecc36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0444765cea61e07aa791d02c79c01a9651ab81b8717fe47e427a15c4c5f57041",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2020-09-28T02:07:37Z",
    "title_canon_sha256": "74c5a5a7232d45f1463889bdd28007b48445cb0ef4976da15751e2ecf96deac3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.13012",
    "kind": "arxiv",
    "version": 2
  }
}