Pith Number

pith:3R7TCUP3

pith:2024:3R7TCUP3GCXHCUI2FK2Z2AZ5VM

not attested not anchored not stored refs pending

Using Large Language Models for Template Detection from Security Event Logs

Hayretdin Bahsi, Risto Vaarandi

arxiv:2409.05045 v3 · 2024-09-08 · 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{3R7TCUP3GCXHCUI2FK2Z2AZ5VM}

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

1 paper in Pith

LLM-based event log analysis techniques: A survey

Receipt and verification

First computed	2026-07-05T10:48:19.090931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc7f3151fb30ae71511a2ab59d033dab3cb943f6426bce1a7591f0bc3ba50b55

Aliases

arxiv: 2409.05045 · arxiv_version: 2409.05045v3 · doi: 10.48550/arxiv.2409.05045 · pith_short_12: 3R7TCUP3GCXH · pith_short_16: 3R7TCUP3GCXHCUI2 · pith_short_8: 3R7TCUP3

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/3R7TCUP3GCXHCUI2FK2Z2AZ5VM \
  | 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: dc7f3151fb30ae71511a2ab59d033dab3cb943f6426bce1a7591f0bc3ba50b55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cff06c8b083c47252176bda2a6a07dd1ea5598a0967600b1887dfbd951a64c76",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-08T10:06:54Z",
    "title_canon_sha256": "e63f3681e989cbc1b5df5182291b9c28b20d024a6590900dd43ef2da635e1423"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05045",
    "kind": "arxiv",
    "version": 3
  }
}