Pith Number

pith:FIEKIPU6

pith:2025:FIEKIPU632M63MUAGOPALPBDRP

not attested not anchored not stored refs pending

Foundation Models and Transformers for Anomaly Detection: A Survey

Antoine Manzanera, Arturo Mendoza, Gianni Franchi, Mou\"in Ben Ammar, Nacim Belkhir

arxiv:2507.15905 v1 · 2025-07-21 · 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{FIEKIPU632M63MUAGOPALPBDRP}

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	2026-07-05T11:40:59.021494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a08a43e9ede99edb280339e05bc238bf8943c61edcfdda73ee2b2314e0ddddf

Aliases

arxiv: 2507.15905 · arxiv_version: 2507.15905v1 · doi: 10.48550/arxiv.2507.15905 · pith_short_12: FIEKIPU632M6 · pith_short_16: FIEKIPU632M63MUA · pith_short_8: FIEKIPU6

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/FIEKIPU632M63MUAGOPALPBDRP \
  | 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: 2a08a43e9ede99edb280339e05bc238bf8943c61edcfdda73ee2b2314e0ddddf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee122398866add237c639fbeb3f2176a1b2a028fec046a7d19720632e91e73ec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-21T12:01:04Z",
    "title_canon_sha256": "78a2379a6f033ed428dda60d380673a084858e9ff4e4b57f46c035a2e18d4247"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15905",
    "kind": "arxiv",
    "version": 1
  }
}