Pith Number

pith:OUJTRZ46

pith:2021:OUJTRZ46BABSK5O5S2JI2C2T55

not attested not anchored not stored refs pending

LogBERT: Log Anomaly Detection via BERT

Haixuan Guo, Shuhan Yuan, Xintao Wu

arxiv:2103.04475 v1 · 2021-03-07 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OUJTRZ46BABSK5O5S2JI2C2T55}

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.

Cited by

2 papers in Pith

Continuous Behavioral Authentication via Multi-Expert BERT Log Analysis for Secure Data Sharing

Seeing the Needle in the Haystack: Towards Weakly-Supervised Log Instance Anomaly Localization via Counterfactual Perturbation

Receipt and verification

First computed	2026-07-05T02:21:05.943329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

751338e79e08032575dd96928d0b53ef53562cd0b22c176c1835c83851fdc360

Aliases

arxiv: 2103.04475 · arxiv_version: 2103.04475v1 · doi: 10.48550/arxiv.2103.04475 · pith_short_12: OUJTRZ46BABS · pith_short_16: OUJTRZ46BABSK5O5 · pith_short_8: OUJTRZ46

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/OUJTRZ46BABSK5O5S2JI2C2T55 \
  | 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: 751338e79e08032575dd96928d0b53ef53562cd0b22c176c1835c83851fdc360

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a5cd724982716ddc6adf49d85cbc46182a0339fcc0aca2098fe99927092f80e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-03-07T22:56:01Z",
    "title_canon_sha256": "c293e82b4e9c332c470fa842e6e32d0025ca4703a258c03dc582700db4d3a9b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.04475",
    "kind": "arxiv",
    "version": 1
  }
}