Pith Number

pith:WCPWS7MC

pith:2024:WCPWS7MCME2RNUGUXBFOVJQOIS

not attested not anchored not stored refs pending

LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection

Boyang Wang, Bo Zhang, Hongcheng Guo, Jiaheng Liu, Jian Yang, Jiaqi Bai, Junran Peng, Qi Tian, Tieqiao Zheng, Zhoujun Li

arxiv:2401.04749 v1 · 2024-01-09 · cs.LG · cs.AI · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WCPWS7MCME2RNUGUXBFOVJQOIS}

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	2026-07-05T07:31:57.468503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b09f697d82613516d0d4b84aeaa60e44880ac5f16219b2c24278a66b667397e7

Aliases

arxiv: 2401.04749 · arxiv_version: 2401.04749v1 · doi: 10.48550/arxiv.2401.04749 · pith_short_12: WCPWS7MCME2R · pith_short_16: WCPWS7MCME2RNUGU · pith_short_8: WCPWS7MC

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/WCPWS7MCME2RNUGUXBFOVJQOIS \
  | 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: b09f697d82613516d0d4b84aeaa60e44880ac5f16219b2c24278a66b667397e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "362a2fece06b0167f41c134bcb64405123228629495c932a5c125e7684b0f293",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-09T12:55:21Z",
    "title_canon_sha256": "c9770a423316ca968da632327a6f84b6d6b1564eacc651587f5d2039d68ff293"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04749",
    "kind": "arxiv",
    "version": 1
  }
}