Pith Number

pith:4VIVGTV3

pith:2025:4VIVGTV3GNAXX64CRFRORLPSDP

not attested not anchored not stored refs pending

Optimized Approaches to Malware Detection: A Study of Machine Learning and Deep Learning Techniques

Abrar Fahim, Jafreen Jafor Godhuli, Md Kamrul Siam, Md. Nurul Absur, Md. Tahmidul Huque, Shamik Dey

arxiv:2504.17930 v1 · 2025-04-24 · 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{4VIVGTV3GNAXX64CRFRORLPSDP}

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	2026-07-05T10:53:58.827987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e551534ebb33417bfb828962e8adf21bf3203245e0d60fc2f5f45e13ed6a3336

Aliases

arxiv: 2504.17930 · arxiv_version: 2504.17930v1 · doi: 10.48550/arxiv.2504.17930 · pith_short_12: 4VIVGTV3GNAX · pith_short_16: 4VIVGTV3GNAXX64C · pith_short_8: 4VIVGTV3

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/4VIVGTV3GNAXX64CRFRORLPSDP \
  | 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: e551534ebb33417bfb828962e8adf21bf3203245e0d60fc2f5f45e13ed6a3336

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b91807fa7aadf9d30bec25e3be4876bd047c8ebcd643fadf0e6f6a28cc563713",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-24T20:40:51Z",
    "title_canon_sha256": "71e0ceed53da57d4d5dcff4e6c3c3538014f2d95acd1fd31a736f1606cbd2c36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17930",
    "kind": "arxiv",
    "version": 1
  }
}