Pith Number

pith:MGU4IZ5H

pith:2023:MGU4IZ5HUUINWUJ3KCTE6W2P74

not attested not anchored not stored refs pending

Generative Adversarial Networks for Malware Detection: a Survey

Aeryn Dunmore, Fariza Sabrina, Jin Kwak, Julian Jang-Jaccard

arxiv:2302.08558 v2 · 2023-02-16 · 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{MGU4IZ5HUUINWUJ3KCTE6W2P74}

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.

Cited by

1 paper in Pith

Mal-D2GAN: Double-Detector based GAN for Malware Generation

Receipt and verification

First computed	2026-07-05T05:45:38.924222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61a9c467a7a510db513b50a64f5b4fff0dfbb656691d617a7e5f3d3f6fa802de

Aliases

arxiv: 2302.08558 · arxiv_version: 2302.08558v2 · doi: 10.48550/arxiv.2302.08558 · pith_short_12: MGU4IZ5HUUIN · pith_short_16: MGU4IZ5HUUINWUJ3 · pith_short_8: MGU4IZ5H

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/MGU4IZ5HUUINWUJ3KCTE6W2P74 \
  | 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: 61a9c467a7a510db513b50a64f5b4fff0dfbb656691d617a7e5f3d3f6fa802de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "744a7eeaaab389bbd420d2c06228eaebe8c47809dfec37effef6af796ab71acb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-02-16T20:07:19Z",
    "title_canon_sha256": "d3b72ee8f68b15b9381fb742c9741c535343cda745c8af00287c53083050733a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08558",
    "kind": "arxiv",
    "version": 2
  }
}