Pith Number

pith:P6MVK4NO

pith:2025:P6MVK4NOKHCZRYEKFMR4IZHZSA

not attested not anchored not stored refs pending

Anomaly Detection Based on Critical Paths for Deep Neural Networks

Chenyi Zhang, Fangzhen Zhao, Jinxiao Shan, Ming Li, Naipeng Dong

arxiv:2505.14967 v1 · 2025-05-20 · 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{P6MVK4NOKHCZRYEKFMR4IZHZSA}

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	2026-07-05T11:06:38.508004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f995571ae51c598e08a2b23c464f9900fd5b22be7e154dc3180774d3778f992

Aliases

arxiv: 2505.14967 · arxiv_version: 2505.14967v1 · doi: 10.48550/arxiv.2505.14967 · pith_short_12: P6MVK4NOKHCZ · pith_short_16: P6MVK4NOKHCZRYEK · pith_short_8: P6MVK4NO

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/P6MVK4NOKHCZRYEKFMR4IZHZSA \
  | 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: 7f995571ae51c598e08a2b23c464f9900fd5b22be7e154dc3180774d3778f992

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7df67753dc4e8b12c86da7d1ed3358aff4a7772770a256766af61e2db88ed70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T23:10:59Z",
    "title_canon_sha256": "9f69b4a13e9fddc7903122d033adaa695740f6ddd7cdf149e11610088d6ee076"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14967",
    "kind": "arxiv",
    "version": 1
  }
}