Pith Number

pith:ZJ52TW7T

pith:2024:ZJ52TW7TLOR2PJATYGSBKIO5TQ

not attested not anchored not stored refs pending

Privacy Attacks in Decentralized Learning

Abdellah El Mrini, Aur\'elien Bellet, Edwige Cyffers

arxiv:2402.10001 v2 · 2024-02-15 · 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{ZJ52TW7TLOR2PJATYGSBKIO5TQ}

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

Dropout-Robust Mechanisms for Differentially Private and Fully Decentralized Mean Estimation

Receipt and verification

First computed	2026-07-05T08:27:03.769680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca7ba9dbf35ba3a7a413c1a41521dd9c352bd3589c2ba079db62b06ab4a08290

Aliases

arxiv: 2402.10001 · arxiv_version: 2402.10001v2 · doi: 10.48550/arxiv.2402.10001 · pith_short_12: ZJ52TW7TLOR2 · pith_short_16: ZJ52TW7TLOR2PJAT · pith_short_8: ZJ52TW7T

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/ZJ52TW7TLOR2PJATYGSBKIO5TQ \
  | 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: ca7ba9dbf35ba3a7a413c1a41521dd9c352bd3589c2ba079db62b06ab4a08290

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f56a97f03e5a5cbaad7aab21864448c6e8b563e26c45c94027a481d2bc658ac",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-15T15:06:33Z",
    "title_canon_sha256": "a30d816feeaa3fa64d18a7a782df94d64a47535b6af42e036cb9086bdef27169"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10001",
    "kind": "arxiv",
    "version": 2
  }
}