Pith Number

pith:M7RSRT6S

pith:2021:M7RSRT6S2NEVHRA3ZNF5HSOKNS

not attested not anchored not stored refs pending

A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning

Haizhou Liu, Hongbin Sun, Xinwei Shen, Xuan Zhang

arxiv:2103.11870 v3 · 2021-03-22 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M7RSRT6S2NEVHRA3ZNF5HSOKNS}

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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 for Cyber Physical Systems: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T03:27:30.025304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67e328cfd2d34953c41bcb4bd3c9ca6cb845d1f8214f72aabe1bef90c69aef95

Aliases

arxiv: 2103.11870 · arxiv_version: 2103.11870v3 · doi: 10.48550/arxiv.2103.11870 · pith_short_12: M7RSRT6S2NEV · pith_short_16: M7RSRT6S2NEVHRA3 · pith_short_8: M7RSRT6S

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/M7RSRT6S2NEVHRA3ZNF5HSOKNS \
  | 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: 67e328cfd2d34953c41bcb4bd3c9ca6cb845d1f8214f72aabe1bef90c69aef95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68a02c7d3d9d98ddc204e85cd65db41bbc33c0828fabd9ef163027f98a1320c5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-22T14:06:21Z",
    "title_canon_sha256": "a974a3da723787716a23bc49dcb6694c0b9e9dbe18b38d76f9e21d8857426eb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.11870",
    "kind": "arxiv",
    "version": 3
  }
}