Pith Number

pith:RPSRYBKR

pith:2024:RPSRYBKRLIVE355CML45KZAM44

not attested not anchored not stored refs pending

No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning

Giovanni Russello, Jiamou Liu, Liehuang Zhu, Zhibo Xing, Zi'ang Zhang, Zijian Zhang

arxiv:2406.01080 v1 · 2024-06-03 · cs.CR · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RPSRYBKRLIVE355CML45KZAM44}

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

Perfect Privacy for Discriminator-Based Byzantine-Resilient Federated Learning

Receipt and verification

First computed	2026-07-05T08:27:10.615966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8be51c05515a2a4df7a262f9d5640ce73217812e52850fce07691df1dad5c585

Aliases

arxiv: 2406.01080 · arxiv_version: 2406.01080v1 · doi: 10.48550/arxiv.2406.01080 · pith_short_12: RPSRYBKRLIVE · pith_short_16: RPSRYBKRLIVE355C · pith_short_8: RPSRYBKR

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/RPSRYBKRLIVE355CML45KZAM44 \
  | 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: 8be51c05515a2a4df7a262f9d5640ce73217812e52850fce07691df1dad5c585

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe5c95ed413917e84bea946f44186fc4b258fa70987e6dddee81fb5dd331a695",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-03T07:59:10Z",
    "title_canon_sha256": "0794bcf0773d38d89f1c4440c7f6b223e3cb246d2136f3837b827eecb133b76f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01080",
    "kind": "arxiv",
    "version": 1
  }
}