Pith Number

pith:STDI4PRD

pith:2019:STDI4PRD6APIOTYI6CXFVY3XFQ

not attested not anchored not stored refs pending

Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model

Arpita Gang, Waheed U. Bajwa, Zhixiong Yang

arxiv:1908.08649 v3 · 2019-08-23 · stat.ML · cs.CR · cs.DC · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STDI4PRD6APIOTYI6CXFVY3XFQ}

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	2026-07-05T01:07:11.247924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94c68e3e23f01e874f08f0ae5ae3772c1976d646220b8021dab114e196b9a3fc

Aliases

arxiv: 1908.08649 · arxiv_version: 1908.08649v3 · doi: 10.48550/arxiv.1908.08649 · pith_short_12: STDI4PRD6API · pith_short_16: STDI4PRD6APIOTYI · pith_short_8: STDI4PRD

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/STDI4PRD6APIOTYI6CXFVY3XFQ \
  | 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: 94c68e3e23f01e874f08f0ae5ae3772c1976d646220b8021dab114e196b9a3fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd1ab13ca98e2e95e0aa83cca40daef5daa6df0aa9d13e8347d3f15a4ded6f3c",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-08-23T03:23:49Z",
    "title_canon_sha256": "5887b63f5c1d5987f256b6e043406ba50c12cee416cb46c7edef3ed3f98fb6df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.08649",
    "kind": "arxiv",
    "version": 3
  }
}