Pith Number

pith:I5XSTABP

pith:2026:I5XSTABPXKJWCXQCJXXQSIHB7H

not attested not anchored not stored refs pending

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning

Bingnan Xiao, Feng Zhu, Jingjing Zhang, Wei Ni, Xin Wang

arxiv:2601.06903 v2 · 2026-01-11 · 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{I5XSTABPXKJWCXQCJXXQSIHB7H}

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	2026-06-30T01:17:32.477875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

476f29802fba93615e024def0920e1f9e1806171e8fc1d356dfe2e6ff3164655

Aliases

arxiv: 2601.06903 · arxiv_version: 2601.06903v2 · doi: 10.48550/arxiv.2601.06903 · pith_short_12: I5XSTABPXKJW · pith_short_16: I5XSTABPXKJWCXQC · pith_short_8: I5XSTABP

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/I5XSTABPXKJWCXQCJXXQSIHB7H \
  | 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: 476f29802fba93615e024def0920e1f9e1806171e8fc1d356dfe2e6ff3164655

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a7556462edf2c1871715375230763803a753ddd81c2323c093d559988d9f19a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-01-11T13:09:44Z",
    "title_canon_sha256": "2c8d15bbfe0bb2fa5601379f978a6058a8492cc8c5418625a59707238c518e88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.06903",
    "kind": "arxiv",
    "version": 2
  }
}