Pith Number

pith:SPZZL7FF

pith:2024:SPZZL7FFW7XCVJFOFBPVL5AT5Q

not attested not anchored not stored refs pending

Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches

Jamal Al-Karaki, Marwan Omar, Muhammad Al-Zafar Khan

arxiv:2409.07587 v1 · 2024-09-11 · 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{SPZZL7FFW7XCVJFOFBPVL5AT5Q}

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

4 papers in Pith

Multi-View Decompilation for LLM-Based Malware Classification

A Large Language Model Approach to Generating Bypass Rules for Malware Evasion in Analysis Sandbox

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

Benchmarking Large Language Models for IoC Recovery under Adversarial Code Obfuscation and Encryption

Receipt and verification

First computed	2026-07-05T09:06:12.094672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93f395fca5b7ee2aa4ae285f55f413ec3c1444d0bee52c13f15a30fa82a560c4

Aliases

arxiv: 2409.07587 · arxiv_version: 2409.07587v1 · doi: 10.48550/arxiv.2409.07587 · pith_short_12: SPZZL7FFW7XC · pith_short_16: SPZZL7FFW7XCVJFO · pith_short_8: SPZZL7FF

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/SPZZL7FFW7XCVJFOFBPVL5AT5Q \
  | 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: 93f395fca5b7ee2aa4ae285f55f413ec3c1444d0bee52c13f15a30fa82a560c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a781351ba1a3efe8a404ea06f704edcf3299fad12af5affd8a2b268747860b9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-11T19:33:44Z",
    "title_canon_sha256": "684df777208f9888bb6ee6ae9fb6a27a1832128c4d6020a163812c74c1189b28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07587",
    "kind": "arxiv",
    "version": 1
  }
}