Pith Number

pith:NS2R5ILJ

pith:2023:NS2R5ILJ7FVM77FH54ESO2MGGK

not attested not anchored not stored refs pending

Privacy and Fairness in Federated Learning: on the Perspective of Trade-off

Huiqiang Chen, Philip S. Yu, Tao Zhang, Tianqing Zhu, Wanlei Zhou

arxiv:2306.14123 v1 · 2023-06-25 · cs.LG · cs.AI · cs.CR · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NS2R5ILJ7FVM77FH54ESO2MGGK}

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	2026-07-05T06:24:20.486889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cb51ea169f96acffca7ef09276986329f2fc31dc2f146418005e79f33f11aee

Aliases

arxiv: 2306.14123 · arxiv_version: 2306.14123v1 · doi: 10.48550/arxiv.2306.14123 · pith_short_12: NS2R5ILJ7FVM · pith_short_16: NS2R5ILJ7FVM77FH · pith_short_8: NS2R5ILJ

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/NS2R5ILJ7FVM77FH54ESO2MGGK \
  | 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: 6cb51ea169f96acffca7ef09276986329f2fc31dc2f146418005e79f33f11aee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef26737e71b7e4327fc49cbd7471bf7e2b93a52b2fd4fa9285749154075c36b3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-25T04:38:19Z",
    "title_canon_sha256": "d8be552cc5d4829294dd5d595e5948694571ee7b81873124f9ea13c296f7c8eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14123",
    "kind": "arxiv",
    "version": 1
  }
}