Pith Number

pith:C2TUQVKA

pith:2025:C2TUQVKA424PZKGXYFZNEMDSFN

not attested not anchored not stored refs pending

Explainable Attention-Guided Stacked Graph Neural Networks for Malware Detection

Ali A Ghorbani, Griffin Higgins, Hossein Shokouhinejad, Roozbeh Razavi-Far

arxiv:2508.09801 v3 · 2025-08-13 · 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{C2TUQVKA424PZKGXYFZNEMDSFN}

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	2026-05-26T02:03:53.531154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16a7485540e6b8fca8d7c172d230722b790d0acfc18f3eae524f0ef77aae39fd

Aliases

arxiv: 2508.09801 · arxiv_version: 2508.09801v3 · doi: 10.48550/arxiv.2508.09801 · pith_short_12: C2TUQVKA424P · pith_short_16: C2TUQVKA424PZKGX · pith_short_8: C2TUQVKA

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/C2TUQVKA424PZKGXYFZNEMDSFN \
  | 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: 16a7485540e6b8fca8d7c172d230722b790d0acfc18f3eae524f0ef77aae39fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7643dcc0c3656e74fd88bfe2128a787cd7adf9ff07afb850b0a8d7b8f1a73e4f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-13T13:33:02Z",
    "title_canon_sha256": "3999ab38c09af2653570e7f3fd461db8e7e001f98e6d62ed4e89f6bdd221a10e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09801",
    "kind": "arxiv",
    "version": 3
  }
}