Pith Number

pith:Q2ALDUHX

pith:2024:Q2ALDUHX24A2SGJNNXFSWRFG2J

not attested not anchored not stored refs pending

Differentially Private Clustered Federated Learning

Afaf Taik, Golnoosh Farnadi, Saber Malekmohammadi

arxiv:2405.19272 v6 · 2024-05-29 · cs.LG · cs.CR · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q2ALDUHX24A2SGJNNXFSWRFG2J}

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

Fairness in Federated Learning: Trends, Challenges, and Opportunities

Receipt and verification

First computed	2026-07-05T10:55:21.306713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8680b1d0f7d701a9192d6dcb2b44a6d257043574709c8818e2b356c0b20f0286

Aliases

arxiv: 2405.19272 · arxiv_version: 2405.19272v6 · doi: 10.48550/arxiv.2405.19272 · pith_short_12: Q2ALDUHX24A2 · pith_short_16: Q2ALDUHX24A2SGJN · pith_short_8: Q2ALDUHX

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/Q2ALDUHX24A2SGJNNXFSWRFG2J \
  | 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: 8680b1d0f7d701a9192d6dcb2b44a6d257043574709c8818e2b356c0b20f0286

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a40c2df413a066a631eda4a8d3a1bb8a8f199abb8f32d0df67676bcccbc13b79",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T17:03:31Z",
    "title_canon_sha256": "61c2a7a50bf8e505694b38dedd265d426f822c640a85d3be9b78e91b78cc9961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19272",
    "kind": "arxiv",
    "version": 6
  }
}