Pith Number

pith:UMSSTQM3

pith:2025:UMSSTQM3EASAFJYTEQ7C6LKGV6

not attested not anchored not stored refs pending

Leveraging VAE-Derived Latent Spaces for Enhanced Malware Detection with Machine Learning Classifiers

Bamidele Ajayi, Basel Barakat, Ken McGarry

arxiv:2503.20803 v2 · 2025-03-24 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMSSTQM3EASAFJYTEQ7C6LKGV6}

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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

Evaluating Ensemble and Deep Learning Models for Static Malware Detection with Dimensionality Reduction Using the EMBER Dataset

Receipt and verification

First computed	2026-07-05T10:56:16.633605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a32529c19b202402a713243e2f2d46af8268d34cf4151ecd1e8d2a89feb9f281

Aliases

arxiv: 2503.20803 · arxiv_version: 2503.20803v2 · doi: 10.48550/arxiv.2503.20803 · pith_short_12: UMSSTQM3EASA · pith_short_16: UMSSTQM3EASAFJYT · pith_short_8: UMSSTQM3

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/UMSSTQM3EASAFJYTEQ7C6LKGV6 \
  | 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: a32529c19b202402a713243e2f2d46af8268d34cf4151ecd1e8d2a89feb9f281

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc2d910f6ec0ec5a8cf5c2168a931757c101f4cadc463a745c5a486a6bea2578",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-24T14:44:55Z",
    "title_canon_sha256": "8130827b3425cd3f1bd55f56037961a663085acfd6c631eba805255a9238b95e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.20803",
    "kind": "arxiv",
    "version": 2
  }
}