Pith Number

pith:S3XA3WS5

pith:2019:S3XA3WS57FSCHDDIG5BMOLLMNQ

not attested not anchored not stored refs pending

Attack-Resistant Federated Learning with Residual-based Reweighting

Bo Li, Chulin Xie, Qifeng Chen, Shuhao Fu

arxiv:1912.11464 v3 · 2019-12-24 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S3XA3WS57FSCHDDIG5BMOLLMNQ}

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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

Decoding FL Defenses: Systemization, Pitfalls, and Remedies

Receipt and verification

First computed	2026-07-05T02:05:38.359960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96ee0dda5df964238c683742c72d6c6c111ec14e9476f51902b7d3652cee5352

Aliases

arxiv: 1912.11464 · arxiv_version: 1912.11464v3 · doi: 10.48550/arxiv.1912.11464 · pith_short_12: S3XA3WS57FSC · pith_short_16: S3XA3WS57FSCHDDI · pith_short_8: S3XA3WS5

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/S3XA3WS57FSCHDDIG5BMOLLMNQ \
  | 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: 96ee0dda5df964238c683742c72d6c6c111ec14e9476f51902b7d3652cee5352

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c44d5278e4baadca5fe91a2857d81ea320a45dfd09e52a46f7196b63f9b896f0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-24T18:42:00Z",
    "title_canon_sha256": "84f2e4006e2f5099df6d4c89ffe3d3b0e38e9c12665a55fc78da521cec4d6362"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.11464",
    "kind": "arxiv",
    "version": 3
  }
}