Pith Number

pith:QXUWUAWW

pith:2026:QXUWUAWW73V4KJ4456OOEQA3ZF

not attested not anchored not stored refs pending

A Comparison of Malware Image Transformations Using Grad-CAM and Hybrid Learning Models

Mark Stamp, Vibha Bhavikatti

arxiv:2608.12077 v1 · 2026-08-12 · 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{QXUWUAWW73V4KJ4456OOEQA3ZF}

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	2026-08-13T01:29:25.956271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85e96a02d6feebc5279cef9ce2401bc943e5fc6f4801569172031fb7313c022d

Aliases

arxiv: 2608.12077 · arxiv_version: 2608.12077v1 · doi: 10.48550/arxiv.2608.12077 · pith_short_12: QXUWUAWW73V4 · pith_short_16: QXUWUAWW73V4KJ44 · pith_short_8: QXUWUAWW

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/QXUWUAWW73V4KJ4456OOEQA3ZF \
  | 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: 85e96a02d6feebc5279cef9ce2401bc943e5fc6f4801569172031fb7313c022d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f794e8834a1656d084458c4281fd1aafe211df9673ec82eb734b39a021a07c21",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-08-12T14:00:44Z",
    "title_canon_sha256": "90d44d69e7b3db2b632840f89ff4d296e6677b8a036e8e0a8c5f7fa715b78efb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12077",
    "kind": "arxiv",
    "version": 1
  }
}