Pith Number

pith:QNEEAED6

pith:2025:QNEEAED6J53UV4R77FXI3TRFEJ

not attested not anchored not stored refs pending

Shadow defense against gradient inversion attack in federated learning

Guang Yang, Le Jiang, Liyan Ma

arxiv:2506.15711 v1 · 2025-05-30 · cs.LG · cs.AI · cs.CR · 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{QNEEAED6J53UV4R77FXI3TRFEJ}

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	2026-07-05T11:23:50.866061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

834840107e4f774af23ff96e8dce2522784c7025bce1d1eb45a841af2af03ddf

Aliases

arxiv: 2506.15711 · arxiv_version: 2506.15711v1 · doi: 10.48550/arxiv.2506.15711 · pith_short_12: QNEEAED6J53U · pith_short_16: QNEEAED6J53UV4R7 · pith_short_8: QNEEAED6

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/QNEEAED6J53UV4R77FXI3TRFEJ \
  | 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: 834840107e4f774af23ff96e8dce2522784c7025bce1d1eb45a841af2af03ddf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fab8f6802c54baee9be8663700b6552627672faf841af36089d8499885d9c46f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T17:58:57Z",
    "title_canon_sha256": "84f4fbaf8c138b6a90a495d7b3d5deb7a4cc8ff694e7a42976fa75e3e55a0fff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15711",
    "kind": "arxiv",
    "version": 1
  }
}