Pith Number

pith:INZFCRIH

pith:2025:INZFCRIHA4PZFCYQK3LPOBI3ZQ

not attested not anchored not stored refs pending

LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems

Amiya Nayak, Arghavan Asad, Yazan Otoum

arxiv:2505.00240 v2 · 2025-05-01 · cs.CR · cs.AI · cs.ET · 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{INZFCRIHA4PZFCYQK3LPOBI3ZQ}

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

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review

Receipt and verification

First computed	2026-07-05T11:02:24.086403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4372514507071f928b1056d6f7051bcc1db64f88045352f324151460655fd7f9

Aliases

arxiv: 2505.00240 · arxiv_version: 2505.00240v2 · doi: 10.48550/arxiv.2505.00240 · pith_short_12: INZFCRIHA4PZ · pith_short_16: INZFCRIHA4PZFCYQ · pith_short_8: INZFCRIH

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/INZFCRIHA4PZFCYQK3LPOBI3ZQ \
  | 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: 4372514507071f928b1056d6f7051bcc1db64f88045352f324151460655fd7f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0610ad86101d9ee4f079e089263dc44dbc67d272223acd63f9a4318da663f64f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-01T01:18:54Z",
    "title_canon_sha256": "c4e9a1c145a0e17f970f15b503876a548608b5986112bf37d4211c973a98f072"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00240",
    "kind": "arxiv",
    "version": 2
  }
}