Pith Number

pith:OM2QF2OK

pith:2023:OM2QF2OKZYCGZCKBUUKFC7RACX

not attested not anchored not stored refs pending

Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices

Lucas C. Cordeiro, Merouane Debbah, Mohamed Amine Ferrag, Mthandazo Ndhlovu, Narinderjit Singh Thandi, Norbert Tihanyi, Thierry Lestable

arxiv:2306.14263 v2 · 2023-06-25 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OM2QF2OKZYCGZCKBUUKFC7RACX}

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

3 papers in Pith

Controllability-Aware Adversarial Examples Against LLM-Based Network Traffic Classifiers

Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage

OpenSOC-AI: Democratizing Security Operations with Parameter Efficient LLM Log Analysis

Receipt and verification

First computed	2026-07-05T07:42:40.265861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

733502e9cace046c8941a514517e2015ee400da8566390a69cab4b78829c9cb0

Aliases

arxiv: 2306.14263 · arxiv_version: 2306.14263v2 · doi: 10.48550/arxiv.2306.14263 · pith_short_12: OM2QF2OKZYCG · pith_short_16: OM2QF2OKZYCGZCKB · pith_short_8: OM2QF2OK

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/OM2QF2OKZYCGZCKBUUKFC7RACX \
  | 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: 733502e9cace046c8941a514517e2015ee400da8566390a69cab4b78829c9cb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12ff4b2f823bdc8a532c0625d2eddab9c1db53d97833c38e5557f2bfd84c5bc6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-25T15:04:21Z",
    "title_canon_sha256": "3353bd8c5eea832e4e51b5c2dde311ae7f24748d80cba4fb0af42f9e93c20fb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14263",
    "kind": "arxiv",
    "version": 2
  }
}