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Pith Number

pith:GLKUG3MZ

pith:2025:GLKUG3MZYCEGBVKRTAA4RNOLFH
not attested not anchored not stored refs pending

VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Jitendra Bhandari, Johann Knechtel, Likhitha Mankali, Minghao Shao, Mohammed Nabeel, Muhammad Shafique, Ozgur Sinanoglu, Prithwish Basu Roy, Ramesh Karri, Zeng Wang

arxiv:2503.13116 v4 · 2025-03-17 · cs.CR · cs.AR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GLKUG3MZYCEGBVKRTAA4RNOLFH}

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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.

Cited by

3 papers in Pith

Receipt and verification
First computed 2026-07-05T11:23:24.814042Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

32d5436d99c08860d5519801c8b5cb29f7bf29987da91255764bf46fcf8ffabe

Aliases

arxiv: 2503.13116 · arxiv_version: 2503.13116v4 · doi: 10.48550/arxiv.2503.13116 · pith_short_12: GLKUG3MZYCEG · pith_short_16: GLKUG3MZYCEGBVKR · pith_short_8: GLKUG3MZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GLKUG3MZYCEGBVKRTAA4RNOLFH \
  | 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: 32d5436d99c08860d5519801c8b5cb29f7bf29987da91255764bf46fcf8ffabe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "afa6c23a6f90bd8c7e1b99a4830e455bcc6b70dcf98c77c8391731831bfbbdaf",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-17T12:38:03Z",
    "title_canon_sha256": "c2b63879ed08b0fc668f404757c94fd755ef0ca0bafd03408d382289dd0d7ff7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13116",
    "kind": "arxiv",
    "version": 4
  }
}