Pith Number

pith:DXDWSNDX

pith:2021:DXDWSNDX2SBBWF2N46IUJY2KIF

not attested not anchored not stored refs pending

Defending against Reconstruction Attack in Vertical Federated Learning

Chong Wang, Jiankai Sun, Junyuan Xie, Weihao Gao, Yuanshun Yao

arxiv:2107.09898 v1 · 2021-07-21 · 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{DXDWSNDX2SBBWF2N46IUJY2KIF}

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

Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things

Receipt and verification

First computed	2026-07-05T02:59:40.669368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dc7693477d4821b174de79144e34a415d9715b718d900fea9c48ab19fdffde3

Aliases

arxiv: 2107.09898 · arxiv_version: 2107.09898v1 · doi: 10.48550/arxiv.2107.09898 · pith_short_12: DXDWSNDX2SBB · pith_short_16: DXDWSNDX2SBBWF2N · pith_short_8: DXDWSNDX

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/DXDWSNDX2SBBWF2N46IUJY2KIF \
  | 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: 1dc7693477d4821b174de79144e34a415d9715b718d900fea9c48ab19fdffde3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30710c951f424e78ec5a3933ed3e48f23e1927a4a351a2824c5de2e8abca7645",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-21T06:32:46Z",
    "title_canon_sha256": "f923cd22aca8416c583735b8e75195f294558b750eaba50743d0b8666c2e6b8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.09898",
    "kind": "arxiv",
    "version": 1
  }
}