Pith Number

pith:G5WYAJKT

pith:2024:G5WYAJKTCO2F6SUXMHXQHZHQAI

not attested not anchored not stored refs pending

Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning

Bo Li, Peng Ye, Ruichuan Chen, Shiqi He, Wei Wang, Zhifeng Jiang

arxiv:2401.02880 v2 · 2024-01-05 · 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{G5WYAJKTCO2F6SUXMHXQHZHQAI}

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

DIST-FL: Enhancing Security for TEE-based Aggregation in Federated Learning

Receipt and verification

First computed	2026-07-05T07:52:43.705981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

376d80255313b45f4a9761ef03e4f00207ca2558e5c936e976fc85c1d2fa53bf

Aliases

arxiv: 2401.02880 · arxiv_version: 2401.02880v2 · doi: 10.48550/arxiv.2401.02880 · pith_short_12: G5WYAJKTCO2F · pith_short_16: G5WYAJKTCO2F6SUX · pith_short_8: G5WYAJKT

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/G5WYAJKTCO2F6SUXMHXQHZHQAI \
  | 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: 376d80255313b45f4a9761ef03e4f00207ca2558e5c936e976fc85c1d2fa53bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d06c9602547202e9e47ad8e8661dc3e4934d9be5dad38fe33d8a0490b56729a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-01-05T16:16:13Z",
    "title_canon_sha256": "8a6914188620a65bfd4360e29ae84507188a77110c84ed963bdedcaaf9d28c38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02880",
    "kind": "arxiv",
    "version": 2
  }
}