Pith Number

pith:G7X4Y5SB

pith:2024:G7X4Y5SBPFH44GOEORL7WNTXGX

not attested not anchored not stored refs pending

FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning

Antonio Skarmeta, Aurora Gonz\'alez Vidal, Enrique M\'armol Campos, Jos\'e Luis Hern\'andez Ramos

arxiv:2402.10082 v1 · 2024-02-15 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G7X4Y5SBPFH44GOEORL7WNTXGX}

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	2026-07-05T07:45:41.122713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37efcc7641794fce19c47457fb367735ee95111c6a2c84aacbb88d74bf3c3be9

Aliases

arxiv: 2402.10082 · arxiv_version: 2402.10082v1 · doi: 10.48550/arxiv.2402.10082 · pith_short_12: G7X4Y5SBPFH4 · pith_short_16: G7X4Y5SBPFH44GOE · pith_short_8: G7X4Y5SB

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/G7X4Y5SBPFH44GOEORL7WNTXGX \
  | 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: 37efcc7641794fce19c47457fb367735ee95111c6a2c84aacbb88d74bf3c3be9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b33d122a26b73099ae4a3223a2961b7b4c1aafe7b7c3bb6fae793922895c7dd",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-15T16:42:04Z",
    "title_canon_sha256": "98cb35e0cccb3958084d603bb1a7f5b3e7c3345ec0a70ada1f81213e928ae0c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10082",
    "kind": "arxiv",
    "version": 1
  }
}