Pith Number

pith:FYZA5JSK

pith:2024:FYZA5JSK52H3BS3JU27T2QFAQF

not attested not anchored not stored refs pending

A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions

Mohammed Hassanin, Nour Moustafa

arxiv:2405.14487 v1 · 2024-05-23 · 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{FYZA5JSK52H3BS3JU27T2QFAQF}

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

6 papers in Pith

LLM-Powered AI Agent Systems and Their Applications in Industry

ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation

Sentra-Guard: A Real-Time Multilingual Defense Against Adversarial LLM Prompts

SoK: Honeypots & LLMs, More Than the Sum of Their Parts?

AI-Driven Security Alert Screening and Alert Fatigue Mitigation in Security Operations Centers: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T08:22:24.386867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e320ea64aee8fb0cb69a6bf3d40a0816bb593f82285dfff1ba4b47378337a8d

Aliases

arxiv: 2405.14487 · arxiv_version: 2405.14487v1 · doi: 10.48550/arxiv.2405.14487 · pith_short_12: FYZA5JSK52H3 · pith_short_16: FYZA5JSK52H3BS3J · pith_short_8: FYZA5JSK

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/FYZA5JSK52H3BS3JU27T2QFAQF \
  | 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: 2e320ea64aee8fb0cb69a6bf3d40a0816bb593f82285dfff1ba4b47378337a8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd9fc0cf7b2ec92cd487cd28fc81c238b9e76c9a54f2d26144bc03fa27f8ec90",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-23T12:19:07Z",
    "title_canon_sha256": "a9f491b75061e346c9c9c98902a86566411744d079d6ec2ccbe9f5ade0750b67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14487",
    "kind": "arxiv",
    "version": 1
  }
}