Pith Number

pith:WUFDF3AA

pith:2021:WUFDF3AAVD2UOYEPTI7GDXFS6L

not attested not anchored not stored refs pending

Malware Classification with GMM-HMM Models

Jing Zhao, Mark Stamp, Samanvitha Basole

arxiv:2103.02753 v1 · 2021-03-03 · cs.CR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WUFDF3AAVD2UOYEPTI7GDXFS6L}

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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

Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network

Receipt and verification

First computed	2026-07-05T02:20:20.698862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b50a32ec00a8f547608f9a3e61dcb2f2ea6bdbf9fcf79b1553095c9e83c4fb22

Aliases

arxiv: 2103.02753 · arxiv_version: 2103.02753v1 · doi: 10.48550/arxiv.2103.02753 · pith_short_12: WUFDF3AAVD2U · pith_short_16: WUFDF3AAVD2UOYEP · pith_short_8: WUFDF3AA

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/WUFDF3AAVD2UOYEPTI7GDXFS6L \
  | 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: b50a32ec00a8f547608f9a3e61dcb2f2ea6bdbf9fcf79b1553095c9e83c4fb22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00903d9124b600b209e385b1e9c06e59a731acc8b3e93c41edce15932f126bf0",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-03-03T23:23:48Z",
    "title_canon_sha256": "295698b3bb9fe6ed69d84e84f2879f67fc91aec6a9748ea10c8645d3df978c1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.02753",
    "kind": "arxiv",
    "version": 1
  }
}