Pith Number

pith:6QH3FJS7

pith:2024:6QH3FJS7Z7JVWKVUPTEARXJJAR

not attested not anchored not stored refs pending

Attribute Inference Attacks for Federated Regression Tasks

Chuan Xu, Eoin Thomas, Francesco Diana, Fr\'ed\'eric Giroire, Giovanni Neglia, Othmane Marfoq

arxiv:2411.12697 v2 · 2024-11-19 · cs.LG · cs.AI · 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{6QH3FJS7Z7JVWKVUPTEARXJJAR}

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	2026-07-05T10:49:49.047783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f40fb2a65fcfd35b2ab47cc808dd290474c47780d4e070244c575e6430a84de1

Aliases

arxiv: 2411.12697 · arxiv_version: 2411.12697v2 · doi: 10.48550/arxiv.2411.12697 · pith_short_12: 6QH3FJS7Z7JV · pith_short_16: 6QH3FJS7Z7JVWKVU · pith_short_8: 6QH3FJS7

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/6QH3FJS7Z7JVWKVUPTEARXJJAR \
  | 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: f40fb2a65fcfd35b2ab47cc808dd290474c47780d4e070244c575e6430a84de1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dd108b907d5024a6458bfda01f3d2919b033bb502d2694552871070c78f295d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-19T18:06:06Z",
    "title_canon_sha256": "8c2d6bebc3781ace6e17c97da15ac4642e2a0bd02065889886291d5f75aced66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12697",
    "kind": "arxiv",
    "version": 2
  }
}