Pith Number

pith:WKHPCNEK

pith:2024:WKHPCNEKR4Y4PX45DR6B2CDWUC

not attested not anchored not stored refs pending

Recovering Labels from Local Updates in Federated Learning

Haris Vikalo, Huancheng Chen

arxiv:2405.00955 v1 · 2024-05-02 · 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{WKHPCNEKR4Y4PX45DR6B2CDWUC}

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

Gradient Inversion Transcript: Leveraging Robust Generative Priors to Reconstruct Training Data from Gradient Leakage

Receipt and verification

First computed	2026-07-05T08:14:28.481099Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b28ef1348a8f31c7df9d1c7c1d0876a0aaf48686b8dd1ab42afa9c592d9f7baf

Aliases

arxiv: 2405.00955 · arxiv_version: 2405.00955v1 · doi: 10.48550/arxiv.2405.00955 · pith_short_12: WKHPCNEKR4Y4 · pith_short_16: WKHPCNEKR4Y4PX45 · pith_short_8: WKHPCNEK

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/WKHPCNEKR4Y4PX45DR6B2CDWUC \
  | 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: b28ef1348a8f31c7df9d1c7c1d0876a0aaf48686b8dd1ab42afa9c592d9f7baf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7dbfb4f4ea68e29ec9c724c9df6df5c0a1d6133c81475b88faa9b12350763ac",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-02T02:33:15Z",
    "title_canon_sha256": "ef5d9c8836c31176d27e58027c625eef011e059aacd50fc560ae245a5ce514d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00955",
    "kind": "arxiv",
    "version": 1
  }
}