Pith. sign in
Pith Number

pith:QZYW46RK

pith:2024:QZYW46RK3ZYBUB5D3ASYDR46ZE
not attested not anchored not stored refs pending

LPUF-AuthNet: A Lightweight PUF-Based IoT Authentication via Tandem Neural Networks and Split Learning

Anshul Pandey, Brahim Mefgouda, Hani Saleh, Hossien B. Eldeeb, Omar Alhussein, Raviha Khan, Sami Muhaidat

arxiv:2410.12190 v1 · 2024-10-16 · cs.CR · cs.LG · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QZYW46RK3ZYBUB5D3ASYDR46ZE}

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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 2026-07-05T09:21:15.523102Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

86716e7a2ade701a07a3d82581c79ec901d9c89ee17c9bc60b46d2e383c6669c

Aliases

arxiv: 2410.12190 · arxiv_version: 2410.12190v1 · doi: 10.48550/arxiv.2410.12190 · pith_short_12: QZYW46RK3ZYB · pith_short_16: QZYW46RK3ZYBUB5D · pith_short_8: QZYW46RK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QZYW46RK3ZYBUB5D3ASYDR46ZE \
  | 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: 86716e7a2ade701a07a3d82581c79ec901d9c89ee17c9bc60b46d2e383c6669c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d73b88dc7e5adf2e78469ae3ea00d66da37755d27f8c262df1e3408644d9f19f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-16T03:25:04Z",
    "title_canon_sha256": "8e276cb9b4e63a3bde94c398a41f74dcd2bf4498a4629c456153f6f9deaf1b20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12190",
    "kind": "arxiv",
    "version": 1
  }
}