Pith Number

pith:TRO36HF3

pith:2024:TRO36HF3SPB3LMUGL63AG2627Y

not attested not anchored not stored refs pending

Vaccinating Federated Learning for Robust Modulation Classification in Distributed Wireless Networks

Daehee Seo, Hongju Seong, Hunmin Lee, Hyeokchan Kwon, Wonbin Kim

arxiv:2410.12772 v1 · 2024-10-16 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TRO36HF3SPB3LMUGL63AG2627Y}

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	2026-07-05T09:21:33.687561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c5dbf1cbb93c3b5b2865fb6036bdafe1d8fc8f3b65f03673d665ff4ee15fba8

Aliases

arxiv: 2410.12772 · arxiv_version: 2410.12772v1 · doi: 10.48550/arxiv.2410.12772 · pith_short_12: TRO36HF3SPB3 · pith_short_16: TRO36HF3SPB3LMUG · pith_short_8: TRO36HF3

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/TRO36HF3SPB3LMUGL63AG2627Y \
  | 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: 9c5dbf1cbb93c3b5b2865fb6036bdafe1d8fc8f3b65f03673d665ff4ee15fba8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0c511187f14042b939c54ac58cf5d36ba9b590198ede56470a2ad8d432d1359",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-10-16T17:48:47Z",
    "title_canon_sha256": "d0105ba0bab51131239c5343f16eea6b29cbd73af53d2e7662668a9f9342fee0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12772",
    "kind": "arxiv",
    "version": 1
  }
}