Pith Number

pith:3RWL7XTD

pith:2025:3RWL7XTDQIQXLQLUWZPKABDOQH

not attested not anchored not stored refs pending

Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering

Ali Ghorbani, Hamed Jelodar, Hesamodin Mohammadian, Parisa Hamedi, Roozbeh Razavi-Far, Samita Bai

arxiv:2504.07137 v1 · 2025-04-07 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3RWL7XTDQIQXLQLUWZPKABDOQH}

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.

Cited by

3 papers in Pith

LLM-assisted Generation of Pseudo-C2 Servers for IoT Malware Dynamic Analysis

LCC-LLM: Leveraging Code-Centric Large Language Models for Malware Attribution

Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning

Receipt and verification

First computed	2026-07-05T10:47:03.965054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc6cbfde63822175c174b65ea0046e81c463a828ecd51263c58ea690a9e4e7f2

Aliases

arxiv: 2504.07137 · arxiv_version: 2504.07137v1 · doi: 10.48550/arxiv.2504.07137 · pith_short_12: 3RWL7XTDQIQX · pith_short_16: 3RWL7XTDQIQXLQLU · pith_short_8: 3RWL7XTD

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/3RWL7XTDQIQXLQLUWZPKABDOQH \
  | 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: dc6cbfde63822175c174b65ea0046e81c463a828ecd51263c58ea690a9e4e7f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4648754701cff5a352429a1f0849a4cef97be70392dc620f5fa43bead50dadc1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-07T22:32:46Z",
    "title_canon_sha256": "0ba4b745f1b4ae450cdf5b555df9b4b35c4fc3562b64d02b5944f718d0fc40a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07137",
    "kind": "arxiv",
    "version": 1
  }
}