Pith Number

pith:PVANZ2HK

pith:2024:PVANZ2HKAFQEXJSFM3IVERYGFE

not attested not anchored not stored refs pending

Evolutionary Large Language Models for Hardware Security: A Comparative Survey

Hadi Mardani Kamali, Mohammad Akyash

arxiv:2404.16651 v1 · 2024-04-25 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PVANZ2HKAFQEXJSFM3IVERYGFE}

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	2026-07-05T08:12:10.993772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d40dce8ea01604ba64566d1524706292aa7b95062048d58274433a47fcd8352

Aliases

arxiv: 2404.16651 · arxiv_version: 2404.16651v1 · doi: 10.48550/arxiv.2404.16651 · pith_short_12: PVANZ2HKAFQE · pith_short_16: PVANZ2HKAFQEXJSF · pith_short_8: PVANZ2HK

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/PVANZ2HKAFQEXJSFM3IVERYGFE \
  | 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: 7d40dce8ea01604ba64566d1524706292aa7b95062048d58274433a47fcd8352

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65179a811afe0c8f01585e1a19819624ff5c2b6830f3c1ba598ad919d63bde40",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-25T14:42:12Z",
    "title_canon_sha256": "3fe22702941e1160836b5b0b1958c17858310dbe1827cb1d5e0416e8b513f69c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16651",
    "kind": "arxiv",
    "version": 1
  }
}