Pith Number

pith:KFNTGNAG

pith:2024:KFNTGNAGRHAGOMSRDSHH7DDGKI

not attested not anchored not stored refs pending

DART: A Solution for Decentralized Federated Learning Model Robustness Analysis

Alberto Huertas Celdr\'an, Burkhard Stiller, Chao Feng, Enrique Tom\'as Mart\'inez Beltr\'an, G\'er\^ome Bovet, Jan von der Assen

arxiv:2407.08652 v1 · 2024-07-11 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KFNTGNAGRHAGOMSRDSHH7DDGKI}

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	2026-07-05T08:42:51.067434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

515b33340689c06732511c8e7f8c66520b52d090f4a44831e4376561843148ac

Aliases

arxiv: 2407.08652 · arxiv_version: 2407.08652v1 · doi: 10.48550/arxiv.2407.08652 · pith_short_12: KFNTGNAGRHAG · pith_short_16: KFNTGNAGRHAGOMSR · pith_short_8: KFNTGNAG

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/KFNTGNAGRHAGOMSRDSHH7DDGKI \
  | 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: 515b33340689c06732511c8e7f8c66520b52d090f4a44831e4376561843148ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0eb28bd0ec4475126d51989638fac8a6cc3cd4423f67c5ce5c8d18d6a086aa49",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-07-11T16:32:06Z",
    "title_canon_sha256": "df81e70df69acc137697bb30e8df3a728256614722d97705879db172c818d95a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08652",
    "kind": "arxiv",
    "version": 1
  }
}