Pith Number

pith:VQIQL2NS

pith:2025:VQIQL2NSNUKHUWPQ22S22M4AW7

not attested not anchored not stored refs pending

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware

Aisha Ali-Gombe, Brandon J Walton, James M Ghawaly, Mst Eshita Khatun

arxiv:2501.04848 v1 · 2025-01-08 · 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{VQIQL2NSNUKHUWPQ22S22M4AW7}

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

1 paper in Pith

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing

Receipt and verification

First computed	2026-07-05T09:58:47.416237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac1105e9b26d147a59f0d6a5ad3380b7d3716d0042954bc6ed2589477dc7bb90

Aliases

arxiv: 2501.04848 · arxiv_version: 2501.04848v1 · doi: 10.48550/arxiv.2501.04848 · pith_short_12: VQIQL2NSNUKH · pith_short_16: VQIQL2NSNUKHUWPQ · pith_short_8: VQIQL2NS

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/VQIQL2NSNUKHUWPQ22S22M4AW7 \
  | 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: ac1105e9b26d147a59f0d6a5ad3380b7d3716d0042954bc6ed2589477dc7bb90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a97787a0c8614f3a85be832bce6d1f36f16f850b89bddd4d9c288da75514515",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-08T21:22:45Z",
    "title_canon_sha256": "139db6ba735caf7c7ce3e0df3f3c4f9bc5aad7a0e3d8a3b691efbba7cfc8a592"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04848",
    "kind": "arxiv",
    "version": 1
  }
}