Pith Number

pith:U3JLJRFF

pith:2025:U3JLJRFFXWVR4BJHNQOQI6F275

not attested not anchored not stored refs pending

Foundation Models for Anomaly Detection: Vision and Challenges

Feng Xia, Haytham Fayek, Hong Jia, Jing Ren, Suyu Ma, Tao Tang, Xiaodong Li, Xiwei Xu, Ziqi Xu

arxiv:2502.06911 v2 · 2025-02-10 · 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{U3JLJRFFXWVR4BJHNQOQI6F275}

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	2026-07-05T11:20:50.632532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6d2b4c4a5bdab1e05276c1d0478baff42c410f0004ebeefbd0f0ae28f915cff

Aliases

arxiv: 2502.06911 · arxiv_version: 2502.06911v2 · doi: 10.48550/arxiv.2502.06911 · pith_short_12: U3JLJRFFXWVR · pith_short_16: U3JLJRFFXWVR4BJH · pith_short_8: U3JLJRFF

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/U3JLJRFFXWVR4BJHNQOQI6F275 \
  | 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: a6d2b4c4a5bdab1e05276c1d0478baff42c410f0004ebeefbd0f0ae28f915cff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a61bd9753273740ebe5ae4e2026b19fe223bb1b6004ec4bf214a485f33cdfa51",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T05:01:08Z",
    "title_canon_sha256": "602407655e7e9fe86853ded479fc51d368c31adc46843aafc6e6c910b15abed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06911",
    "kind": "arxiv",
    "version": 2
  }
}