Pith Number

pith:HJQTDFNC

pith:2024:HJQTDFNCPXAKDBZTAKQOL2FEZ3

not attested not anchored not stored refs pending

Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data

Ahmed Anwar, Andreas Dengel, Dayananda Herurkar, Joern Hees, Sebastian Palacio

arxiv:2404.14933 v1 · 2024-04-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HJQTDFNCPXAKDBZTAKQOL2FEZ3}

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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

TaskFusion: Continual Anomaly Detection for Heterogeneous Tabular Data

Receipt and verification

First computed	2026-07-05T08:11:12.163414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a613195a27dc0a1873302a0e5e8a4cee8dba3ff73ac5d1668ca0cdb279c38ba

Aliases

arxiv: 2404.14933 · arxiv_version: 2404.14933v1 · doi: 10.48550/arxiv.2404.14933 · pith_short_12: HJQTDFNCPXAK · pith_short_16: HJQTDFNCPXAKDBZT · pith_short_8: HJQTDFNC

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/HJQTDFNCPXAKDBZTAKQOL2FEZ3 \
  | 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: 3a613195a27dc0a1873302a0e5e8a4cee8dba3ff73ac5d1668ca0cdb279c38ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cce4b89e07edc1106c542279542129b5f15f774f09c2a9f73e90e2efda22b2fa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-23T11:22:04Z",
    "title_canon_sha256": "1ce7b3d0138bf40ca3002902fbb114e8dcb89e96bf731888287f51abd38511d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.14933",
    "kind": "arxiv",
    "version": 1
  }
}