Pith Number

pith:WME3XRV7

pith:2018:WME3XRV75H7OD7SPLBZOESN5XL

not attested not anchored not stored refs pending

RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets

Georgios B. Giannakis, Liping Li, Qing Ling, Tianyi Chen, Wei Xu

arxiv:1811.03761 v2 · 2018-11-09 · cs.LG · cs.CR · cs.MA · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WME3XRV75H7OD7SPLBZOESN5XL}

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	2026-07-05T00:18:05.640378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b309bbc6bfe9fee1fe4f5872e249bdbac83aab4b77a27e7323e1e1fdff6e01bb

Aliases

arxiv: 1811.03761 · arxiv_version: 1811.03761v2 · doi: 10.48550/arxiv.1811.03761 · pith_short_12: WME3XRV75H7O · pith_short_16: WME3XRV75H7OD7SP · pith_short_8: WME3XRV7

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/WME3XRV75H7OD7SPLBZOESN5XL \
  | 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: b309bbc6bfe9fee1fe4f5872e249bdbac83aab4b77a27e7323e1e1fdff6e01bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "905879928858dc27791a52a8a9f96150ff820a106f9c6e2dfd0103733deb5649",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.MA",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-09T03:46:46Z",
    "title_canon_sha256": "f0cb7f23820d109e4ad9bbc0a7d68bdb854a2ae800b2072feea94cb23796e4a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03761",
    "kind": "arxiv",
    "version": 2
  }
}