Pith Number

pith:RY6BJSV5

pith:2025:RY6BJSV5AUEQYYKOKQ3B4VYXPV

not attested not anchored not stored refs pending

Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models

Afrah Gueriani, Ahmed Cherif Mazari, Hamza Kheddar

arxiv:2501.13962 v1 · 2025-01-21 · cs.CR · cs.AI · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RY6BJSV5AUEQYYKOKQ3B4VYXPV}

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.

Receipt and verification

First computed	2026-07-05T10:37:43.360634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e3c14cabd05090c614e54361e57177d7191b6b282a5ea9f4b967fbad3b6c2dc

Aliases

arxiv: 2501.13962 · arxiv_version: 2501.13962v1 · doi: 10.48550/arxiv.2501.13962 · pith_short_12: RY6BJSV5AUEQ · pith_short_16: RY6BJSV5AUEQYYKO · pith_short_8: RY6BJSV5

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/RY6BJSV5AUEQYYKOKQ3B4VYXPV \
  | 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: 8e3c14cabd05090c614e54361e57177d7191b6b282a5ea9f4b967fbad3b6c2dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2376a3e21eba8a7c3b41e71ebb0bfd9ace87d2288c404210737812fdf263473",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-21T20:52:23Z",
    "title_canon_sha256": "d9d03592a29417d3a86660653987e710f5171bd6365d43ffdecd1c1b234e38e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13962",
    "kind": "arxiv",
    "version": 1
  }
}