Pith Number

pith:M3K7IXTX

pith:2024:M3K7IXTX3V344T6GWLU7J7IQM4

not attested not anchored not stored refs pending

Celtibero: Robust Layered Aggregation for Federated Learning

Borja Molina-Coronado

arxiv:2408.14240 v2 · 2024-08-26 · cs.CR · cs.AI · 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{M3K7IXTX3V344T6GWLU7J7IQM4}

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

Client-Side Patching against Backdoor Attacks in Federated Learning

Receipt and verification

First computed	2026-07-05T09:09:25.251995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66d5f45e77dd77ce4fc6b2e9f4fd106729bc3b6645241418d16615fab05b34b3

Aliases

arxiv: 2408.14240 · arxiv_version: 2408.14240v2 · doi: 10.48550/arxiv.2408.14240 · pith_short_12: M3K7IXTX3V34 · pith_short_16: M3K7IXTX3V344T6G · pith_short_8: M3K7IXTX

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/M3K7IXTX3V344T6GWLU7J7IQM4 \
  | 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: 66d5f45e77dd77ce4fc6b2e9f4fd106729bc3b6645241418d16615fab05b34b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1845105108df8bfd040f3ebe31d07d27690c11b4e8e955a1d399724568f0d64",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-08-26T12:54:00Z",
    "title_canon_sha256": "1d4fce511cec91c9d33c181fc995c733d6e7d4c388c8f015806530703633aedc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14240",
    "kind": "arxiv",
    "version": 2
  }
}