Pith Number

pith:F53RXJ4S

pith:2025:F53RXJ4S6MYWXPMIZZQDMATZOC

not attested not anchored not stored refs pending

Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection

Chang Zeng, Depei Qian, Hailong Yang, Jiaxing Qi, Shaohan Huang, Shu Yang, Yao Lu, Zhongzhi Luan

arxiv:2501.12166 v1 · 2025-01-21 · cs.SE · 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{F53RXJ4S6MYWXPMIZZQDMATZOC}

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	2026-07-05T10:03:32.356303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f771ba792f3316bbd88ce6036027970b540bf973f5a0afffbc77647a34cf1a9

Aliases

arxiv: 2501.12166 · arxiv_version: 2501.12166v1 · doi: 10.48550/arxiv.2501.12166 · pith_short_12: F53RXJ4S6MYW · pith_short_16: F53RXJ4S6MYWXPMI · pith_short_8: F53RXJ4S

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/F53RXJ4S6MYWXPMIZZQDMATZOC \
  | 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: 2f771ba792f3316bbd88ce6036027970b540bf973f5a0afffbc77647a34cf1a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b831c7f8a343c9e25a767f881b0e6059375ba169ba63fbd08fed053bfd3dc35c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-21T14:26:03Z",
    "title_canon_sha256": "c537bc369dca9bdf14c689206eaeb96abf846406dad320ace31923999632fdb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12166",
    "kind": "arxiv",
    "version": 1
  }
}