Pith Number

pith:OSLXTOMV

pith:2023:OSLXTOMVKNCPVZDUN4QKCPJRPH

not attested not anchored not stored refs pending

Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification

Ahmed Y. Al Hammadi, Chan Yeob Yeun, Ernesto Damiani, Fusen Guo, Pengfei Li, Zhibo Zhang

arxiv:2401.01896 v1 · 2023-10-22 · cs.CR · 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{OSLXTOMVKNCPVZDUN4QKCPJRPH}

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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.

Receipt and verification

First computed	2026-07-05T07:30:08.033460Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

749779b9955344fae4746f20a13d3179e40cfa1b5915cb4935707fb538381d9b

Aliases

arxiv: 2401.01896 · arxiv_version: 2401.01896v1 · doi: 10.48550/arxiv.2401.01896 · pith_short_12: OSLXTOMVKNCP · pith_short_16: OSLXTOMVKNCPVZDU · pith_short_8: OSLXTOMV

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/OSLXTOMVKNCPVZDUN4QKCPJRPH \
  | 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: 749779b9955344fae4746f20a13d3179e40cfa1b5915cb4935707fb538381d9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9475a7e188f3506a5128733e4a6886d43f90c3bfe64ba4c0fd41336b7fed2889",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-22T08:08:15Z",
    "title_canon_sha256": "47a05ffab94c386478889a2a7b7aff2a4a35a83b21a17be5a1c656f479d1fe66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.01896",
    "kind": "arxiv",
    "version": 1
  }
}