Pith Number

pith:2L2XAU3K

pith:2021:2L2XAU3KOMDVSWFS5YRYQ7C2D6

not attested not anchored not stored refs pending

A Novel Attribute Reconstruction Attack in Federated Learning

Chen Chen, Lingjuan Lyu

arxiv:2108.06910 v1 · 2021-08-16 · 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{2L2XAU3KOMDVSWFS5YRYQ7C2D6}

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

SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)

Receipt and verification

First computed	2026-07-05T03:05:58.991463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2f570536a73075958b2ee23887c5a1f89bfc445dbed673b4817d11a46ef8f8a

Aliases

arxiv: 2108.06910 · arxiv_version: 2108.06910v1 · doi: 10.48550/arxiv.2108.06910 · pith_short_12: 2L2XAU3KOMDV · pith_short_16: 2L2XAU3KOMDVSWFS · pith_short_8: 2L2XAU3K

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/2L2XAU3KOMDVSWFS5YRYQ7C2D6 \
  | 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: d2f570536a73075958b2ee23887c5a1f89bfc445dbed673b4817d11a46ef8f8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3227c34b67dea5d94d45db1ef48420a66922dba4bb7b5fd31653c06693e32d38",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-08-16T05:57:01Z",
    "title_canon_sha256": "41b18b33740fff715e54a13abc9e6d60635ac486c2039272d9dabb6fdc34b898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.06910",
    "kind": "arxiv",
    "version": 1
  }
}