Pith. sign in
Pith Number

pith:PKNC4N4Y

pith:2025:PKNC4N4YDF7EBINMQXBDF5XVU3
not attested not anchored not stored refs pending

MLRan: A Behavioural Dataset for Ransomware Analysis and Detection

Adelodun Olaoluwa, Anca Delia Jurcut, Faithful Chiagoziem Onwuegbuche, Liliana Pasquale

arxiv:2505.18613 v1 · 2025-05-24 · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PKNC4N4YDF7EBINMQXBDF5XVU3}

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 2026-07-05T11:09:16.416781Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7a9a2e3798197e40a1ac85c232f6f5a6e0179e6b732a4bcc0e9314fe93771392

Aliases

arxiv: 2505.18613 · arxiv_version: 2505.18613v1 · doi: 10.48550/arxiv.2505.18613 · pith_short_12: PKNC4N4YDF7E · pith_short_16: PKNC4N4YDF7EBINM · pith_short_8: PKNC4N4Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PKNC4N4YDF7EBINMQXBDF5XVU3 \
  | 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: 7a9a2e3798197e40a1ac85c232f6f5a6e0179e6b732a4bcc0e9314fe93771392
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cbba21648eb22638e1e1160e10a9ba96bfbff267291c99644ffd4888b9967e6e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-24T09:22:53Z",
    "title_canon_sha256": "98dc89ff1d078365d3bfc38d5e477f6dcf46410dcbda44ae280755e434b01a57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18613",
    "kind": "arxiv",
    "version": 1
  }
}