Pith Number

pith:LJAVGLSS

pith:2021:LJAVGLSSETJFMEW7IJ6K4UHA6T

not attested not anchored not stored refs pending

User-Level Label Leakage from Gradients in Federated Learning

Aidmar Wainakh, Carlos Garcia Cordero, Ephraim Zimmer, Fabrizio Ventola, Jens Keim, Kristian Kersting, Max M\"uhlh\"auser, Till M\"u{\ss}ig, Tim Grube

arxiv:2105.09369 v4 · 2021-05-19 · 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{LJAVGLSSETJFMEW7IJ6K4UHA6T}

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

Fed-Listing: Federated Label Distribution Inference in Graph Neural Networks

Receipt and verification

First computed	2026-07-05T03:44:53.600794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a41532e5224d25612df427cae50e0f4db20e9b1bae18d9d3f7c603a9e1dddf4

Aliases

arxiv: 2105.09369 · arxiv_version: 2105.09369v4 · doi: 10.48550/arxiv.2105.09369 · pith_short_12: LJAVGLSSETJF · pith_short_16: LJAVGLSSETJFMEW7 · pith_short_8: LJAVGLSS

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/LJAVGLSSETJFMEW7IJ6K4UHA6T \
  | 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: 5a41532e5224d25612df427cae50e0f4db20e9b1bae18d9d3f7c603a9e1dddf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68618676155a9f1ea542026e82f1453a1958bbd592a818cf104b666a59e35f2d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-05-19T19:21:05Z",
    "title_canon_sha256": "3ed1a452c276595eedcfaf296f844c7c9f21ea53f9a3437dfc0d3f919cdcabf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.09369",
    "kind": "arxiv",
    "version": 4
  }
}