Pith Number

pith:2X3K5POF

pith:2022:2X3K5POFM5RWNFSEDIAQYWDID7

not attested not anchored not stored refs pending

Anomaly Detection through Unsupervised Federated Learning

Andrea Passarella, Lorenzo Valerio, Mirko Nardi

arxiv:2209.04184 v1 · 2022-09-09 · 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{2X3K5POFM5RWNFSEDIAQYWDID7}

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

Privacy-Preserving Federated Autoencoder for ECG Anomaly Detection on Edge Devices

Receipt and verification

First computed	2026-07-05T04:55:56.822013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5f6aebdc567636696441a010c58681fd78719b0381a27db82aa3760e6c9f071

Aliases

arxiv: 2209.04184 · arxiv_version: 2209.04184v1 · doi: 10.48550/arxiv.2209.04184 · pith_short_12: 2X3K5POFM5RW · pith_short_16: 2X3K5POFM5RWNFSE · pith_short_8: 2X3K5POF

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/2X3K5POFM5RWNFSEDIAQYWDID7 \
  | 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: d5f6aebdc567636696441a010c58681fd78719b0381a27db82aa3760e6c9f071

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd3aee6cbadda5073cffa2142ab66a2657b051a939a98bc475cda0c949e1d21f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-09T08:45:47Z",
    "title_canon_sha256": "42578cc8e8301dd365f808d52cead5fe8dcbc88df58bbbb5331cb47945213511"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.04184",
    "kind": "arxiv",
    "version": 1
  }
}