Pith Number

pith:Z2JSO5IJ

pith:2025:Z2JSO5IJFGW4MHBCLH6RSDZNDP

not attested not anchored not stored refs pending

RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises

Chenyu Li, Jiyan He, Xiu Zhang, Zhengjia Zhu

arxiv:2503.02702 v2 · 2025-03-04 · cs.CR · 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{Z2JSO5IJFGW4MHBCLH6RSDZNDP}

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

Benchmarking and Exploring the Capabilities of LLMs for Attack Investigations

Parser-Free Querying of Security Logs

Receipt and verification

First computed	2026-07-05T10:30:31.899529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce9327750929adc61c2259fd190f2d1bdcbda8baf6da846b25f07a0745ce823f

Aliases

arxiv: 2503.02702 · arxiv_version: 2503.02702v2 · doi: 10.48550/arxiv.2503.02702 · pith_short_12: Z2JSO5IJFGW4 · pith_short_16: Z2JSO5IJFGW4MHBC · pith_short_8: Z2JSO5IJ

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/Z2JSO5IJFGW4MHBCLH6RSDZNDP \
  | 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: ce9327750929adc61c2259fd190f2d1bdcbda8baf6da846b25f07a0745ce823f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8249faff39d01ca91d3fd2cda3314ebd31bb86f5a419c3fab11fdf1b23f3565",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-04T15:18:40Z",
    "title_canon_sha256": "227d436723dd6b639a9b0f194aee761e867af019c20a6e0aa2e3632c11e9a1cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02702",
    "kind": "arxiv",
    "version": 2
  }
}