Pith Number

pith:ZIMGEHK3

pith:2025:ZIMGEHK3GDF2Z263RHIXQYDRCD

not attested not anchored not stored refs pending

LogTinyLLM: Tiny Large Language Models Based Contextual Log Anomaly Detection

Isaiah Thompson Ocansey, Ritwik Bhattacharya, Tanmay Sen

arxiv:2507.11071 v1 · 2025-07-15 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZIMGEHK3GDF2Z263RHIXQYDRCD}

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

DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs

Receipt and verification

First computed	2026-07-05T11:37:31.457602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca18621d5b30cbacebdb89d178607110e1190302f58124e261bd893d7c3cbb18

Aliases

arxiv: 2507.11071 · arxiv_version: 2507.11071v1 · doi: 10.48550/arxiv.2507.11071 · pith_short_12: ZIMGEHK3GDF2 · pith_short_16: ZIMGEHK3GDF2Z263 · pith_short_8: ZIMGEHK3

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/ZIMGEHK3GDF2Z263RHIXQYDRCD \
  | 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: ca18621d5b30cbacebdb89d178607110e1190302f58124e261bd893d7c3cbb18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3a328d2fa0159278e74b0b4096f3b199ecea40c8f88433e1affaa07339e84dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-15T08:04:31Z",
    "title_canon_sha256": "a26a26099528990e3e541b141b1b9299b5a0875f8039feedca1bd9927adbdba6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11071",
    "kind": "arxiv",
    "version": 1
  }
}