Pith Number

pith:7NVPSQN7

pith:2022:7NVPSQN7TGRTCFPXIEE3EYT54Z

not attested not anchored not stored refs pending

GTFLAT: Game Theory Based Add-On For Empowering Federated Learning Aggregation Techniques

Hamid Mousavi, Hamidreza Mahini, Masoud Daneshtalab

arxiv:2212.04103 v1 · 2022-12-08 · cs.LG · cs.AI · cs.DC · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7NVPSQN7TGRTCFPXIEE3EYT54Z}

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	2026-07-05T05:23:36.409382Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb6af941bf99a33115f74109b2627de640615f28dddc2749d35f6fbbecd62ba0

Aliases

arxiv: 2212.04103 · arxiv_version: 2212.04103v1 · doi: 10.48550/arxiv.2212.04103 · pith_short_12: 7NVPSQN7TGRT · pith_short_16: 7NVPSQN7TGRTCFPX · pith_short_8: 7NVPSQN7

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/7NVPSQN7TGRTCFPXIEE3EYT54Z \
  | 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: fb6af941bf99a33115f74109b2627de640615f28dddc2749d35f6fbbecd62ba0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31579a33df78ba8b75378f7501011af7ef498d1a747e07661923e6977585bce0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-08T06:39:51Z",
    "title_canon_sha256": "5928821c481369ee4c61298355c1dbb88e0f1b70dbdef6069a632de303bafe5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.04103",
    "kind": "arxiv",
    "version": 1
  }
}