Pith Number

pith:3KX2HDMC

pith:2019:3KX2HDMCW26Y6MECDG6ZIOGPTA

not attested not anchored not stored refs pending

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Jinyuan Jia, Minghong Fang, Neil Zhenqiang Gong, Xiaoyu Cao

arxiv:1911.11815 v4 · 2019-11-26 · 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{3KX2HDMCW26Y6MECDG6ZIOGPTA}

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

Sensitivity Curve Maximization: Attacking Robust Aggregators in Distributed Learning

Receipt and verification

First computed	2026-07-05T03:33:36.826544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daafa38d82b6bd8f308219bd9438cf981b8b13025cd1ea2cc9070d49f7d72de6

Aliases

arxiv: 1911.11815 · arxiv_version: 1911.11815v4 · doi: 10.48550/arxiv.1911.11815 · pith_short_12: 3KX2HDMCW26Y · pith_short_16: 3KX2HDMCW26Y6MEC · pith_short_8: 3KX2HDMC

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/3KX2HDMCW26Y6MECDG6ZIOGPTA \
  | 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: daafa38d82b6bd8f308219bd9438cf981b8b13025cd1ea2cc9070d49f7d72de6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d336804f368f9343391b9a00ba84ac3517d3871b9cfeabe6efc2444de6992d30",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-11-26T20:10:04Z",
    "title_canon_sha256": "9f61ec45e48979ac74b9ddec2187736ef1deee7ca1bb6f1a3c128f8285b17013"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.11815",
    "kind": "arxiv",
    "version": 4
  }
}