Pith Number

pith:ZXODAH3Y

pith:2025:ZXODAH3YXVT5KUUPYDPDJ6CZU7

not attested not anchored not stored refs pending

A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises

Bahar Farahani, Fereidoon Shams Aliee, Reza Fotohi

arxiv:2503.02017 v1 · 2025-03-03 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZXODAH3YXVT5KUUPYDPDJ6CZU7}

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

TITAN-FedAnil+: Trust-Based Adaptive Blockchain Federated Learning for Resource-Constrained Intelligent Enterprises

Receipt and verification

First computed	2026-07-05T10:23:34.584712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cddc301f78bd67d5528fc0de34f859a7e82ee95c7d1b47c3373dc314dcc0d157

Aliases

arxiv: 2503.02017 · arxiv_version: 2503.02017v1 · doi: 10.48550/arxiv.2503.02017 · pith_short_12: ZXODAH3YXVT5 · pith_short_16: ZXODAH3YXVT5KUUP · pith_short_8: ZXODAH3Y

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/ZXODAH3YXVT5KUUPYDPDJ6CZU7 \
  | 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: cddc301f78bd67d5528fc0de34f859a7e82ee95c7d1b47c3373dc314dcc0d157

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "268b5230ee2ed80ef00be7afb7e19629069c1413eefbdbc68a83ad31c5cb2f14",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-03T19:51:13Z",
    "title_canon_sha256": "1786674cd8a34fcffabef07640f57895d9b36243f8d7d6aa408a6db526d62bbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02017",
    "kind": "arxiv",
    "version": 1
  }
}