Pith Number

pith:FHWATMQX

pith:2023:FHWATMQXBTLOKTVC7Z5LAOSYJT

not attested not anchored not stored refs pending

Beyond Individual Input for Deep Anomaly Detection on Tabular Data

Arpad Rimmel, Bich-Li\^en Doan, Fabrice Popineau, Hugo Thimonier

arxiv:2305.15121 v6 · 2023-05-24 · 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{FHWATMQXBTLOKTVC7Z5LAOSYJT}

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.

Receipt and verification

First computed	2026-07-05T08:14:38.762627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29ec09b2170cd6e54ea2fe7ab03a584cd749771c27d2361cc0d356191325ddab

Aliases

arxiv: 2305.15121 · arxiv_version: 2305.15121v6 · doi: 10.48550/arxiv.2305.15121 · pith_short_12: FHWATMQXBTLO · pith_short_16: FHWATMQXBTLOKTVC · pith_short_8: FHWATMQX

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/FHWATMQXBTLOKTVC7Z5LAOSYJT \
  | 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: 29ec09b2170cd6e54ea2fe7ab03a584cd749771c27d2361cc0d356191325ddab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0154dfce6277c11a89fc3a1196f3f8dc2dd3032482e2f816162d5fc64e3feb3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-24T13:13:26Z",
    "title_canon_sha256": "8875f3e3911441a201f3848de9ac36d58e5d37a79acbdcadd93ef750bd5d5fd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15121",
    "kind": "arxiv",
    "version": 6
  }
}