Pith Number

pith:5QMYTBCI

pith:2023:5QMYTBCIC6J442D2BN2TJA7CP4

not attested not anchored not stored refs pending

DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum

Li Xiong, Ming Li, Xiaolan Gu

arxiv:2306.12608 v4 · 2023-06-22 · 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{5QMYTBCIC6J442D2BN2TJA7CP4}

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

2 papers in Pith

Dangerous Liaisons of Convex Learning and Non-Affine Aggregation

FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning

Receipt and verification

First computed	2026-07-05T09:48:59.567313Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec198984481793ce687a0b753483e27f1ead173f03d71a9c0d56772c1521176c

Aliases

arxiv: 2306.12608 · arxiv_version: 2306.12608v4 · doi: 10.48550/arxiv.2306.12608 · pith_short_12: 5QMYTBCIC6J4 · pith_short_16: 5QMYTBCIC6J442D2 · pith_short_8: 5QMYTBCI

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/5QMYTBCIC6J442D2BN2TJA7CP4 \
  | 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: ec198984481793ce687a0b753483e27f1ead173f03d71a9c0d56772c1521176c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "159cb4a6d3de785f98342357738171a94833de34bdf3f0a4adbace8c9a5df15b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-22T00:11:53Z",
    "title_canon_sha256": "56f2cee17b0c976bc16fe46d3cadecdf7c7272b9437392aa5e58ab1c4c2f822d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12608",
    "kind": "arxiv",
    "version": 4
  }
}