Pith. sign in
Pith Number

pith:JCGYRHJP

pith:2022:JCGYRHJP5JRBQCA4KMSHFQHPHF
not attested not anchored not stored refs pending

LBDMIDS: LSTM Based Deep Learning Model for Intrusion Detection Systems for IoT Networks

Kumar Saurabh, O.P. Vyas, P. Aditya Kumar, Rahamatullah Khondoker, Ranjana Vyas, Saksham Sood, Uphar Singh

arxiv:2207.00424 v1 · 2022-06-23 · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JCGYRHJP5JRBQCA4KMSHFQHPHF}

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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 2026-07-05T04:37:59.911951Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

488d889d2fea6218081c532472c0ef395ba138facae66aab509c8cfbcb72609f

Aliases

arxiv: 2207.00424 · arxiv_version: 2207.00424v1 · doi: 10.48550/arxiv.2207.00424 · pith_short_12: JCGYRHJP5JRB · pith_short_16: JCGYRHJP5JRBQCA4 · pith_short_8: JCGYRHJP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JCGYRHJP5JRBQCA4KMSHFQHPHF \
  | 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: 488d889d2fea6218081c532472c0ef395ba138facae66aab509c8cfbcb72609f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "38c315258e4d8f63232596994d3a786a42a8df30fc0098ec25daa30d405d7f90",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-06-23T11:34:05Z",
    "title_canon_sha256": "32af64276931b9663987e6d51006e87f18dd13a06adfa2e4d12a12167d20aff3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.00424",
    "kind": "arxiv",
    "version": 1
  }
}