Pith Number

pith:PW25LNYM

pith:2024:PW25LNYMNCXI4O2VQXFOHFFTE4

not attested not anchored not stored refs pending

EGAN: Evolutional GAN for Ransomware Evasion

Benjamin Appiah, Bill K. Frimpong, Daniel Commey, Ebenezer N. A. Hammond, Garth V. Crosby, Isaac Osei

arxiv:2405.12266 v1 · 2024-05-20 · cs.CR · cs.AI · 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{PW25LNYMNCXI4O2VQXFOHFFTE4}

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	2026-07-05T08:21:17.806502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7db5d5b70c68ae8e3b5585cae394b3271b7239c3fe4ea1aa93cf2eb97c8fee83

Aliases

arxiv: 2405.12266 · arxiv_version: 2405.12266v1 · doi: 10.48550/arxiv.2405.12266 · pith_short_12: PW25LNYMNCXI · pith_short_16: PW25LNYMNCXI4O2V · pith_short_8: PW25LNYM

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/PW25LNYMNCXI4O2VQXFOHFFTE4 \
  | 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: 7db5d5b70c68ae8e3b5585cae394b3271b7239c3fe4ea1aa93cf2eb97c8fee83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6053cb75ba9a1d48f46f8f7c808c544df55c7c4ed5b7fe8ae3651b9c66187dd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-20T17:52:40Z",
    "title_canon_sha256": "4a81fc079c9507112a1b4d97284b160540fe813ec94fb984473509ad9f05955a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12266",
    "kind": "arxiv",
    "version": 1
  }
}