Pith Number

pith:CBP53IIV

pith:2025:CBP53IIVBSGDJHQTJVZEXZBZZY

not attested not anchored not stored refs pending

Towards Communication-Efficient Adversarial Federated Learning for Robust Edge Intelligence

Apurba Adhikary, Choong Seon Hong, Eui-Nam Huh, Huy Q. Le, Yu Qiao, Zhu Han

arxiv:2501.15257 v2 · 2025-01-25 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBP53IIVBSGDJHQTJVZEXZBZZY}

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

A Survey on Foundation Models for Personalized Federated Intelligence

Receipt and verification

First computed	2026-07-05T10:46:40.850360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

105fdda1150c8c349e134d724be439ce00503d7509b4920877fc9a7c957b5173

Aliases

arxiv: 2501.15257 · arxiv_version: 2501.15257v2 · doi: 10.48550/arxiv.2501.15257 · pith_short_12: CBP53IIVBSGD · pith_short_16: CBP53IIVBSGDJHQT · pith_short_8: CBP53IIV

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/CBP53IIVBSGDJHQTJVZEXZBZZY \
  | 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: 105fdda1150c8c349e134d724be439ce00503d7509b4920877fc9a7c957b5173

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a628103062834792573786f3def849d3e6c24c5d999550c855d71fdad5c7a7bb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-25T16:04:29Z",
    "title_canon_sha256": "692ab8cfebe202e12f961a4961718f07b943716f09dfd1ddd5e6777d9e930fc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15257",
    "kind": "arxiv",
    "version": 2
  }
}