Pith Number

pith:JMUIP4TD

pith:2019:JMUIP4TDP4YEX66VDJ3322XTUY

not attested not anchored not stored refs pending

Ransomware Analysis using Feature Engineering and Deep Neural Networks

Abdul Aziz, Arslan Ashraf, Asifullah Khan, Muttukrishnan Rajarajan, Umme Zahoora

arxiv:1910.00286 v2 · 2019-10-01 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JMUIP4TDP4YEX66VDJ3322XTUY}

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

MLRan: A Behavioural Dataset for Ransomware Analysis and Detection

Receipt and verification

First computed	2026-07-05T01:08:10.364820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b2887f2637f304bfbd51a77bd6af3a628dc083538b71775c8ecf7e943b78d8c

Aliases

arxiv: 1910.00286 · arxiv_version: 1910.00286v2 · doi: 10.48550/arxiv.1910.00286 · pith_short_12: JMUIP4TDP4YE · pith_short_16: JMUIP4TDP4YEX66V · pith_short_8: JMUIP4TD

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/JMUIP4TDP4YEX66VDJ3322XTUY \
  | 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: 4b2887f2637f304bfbd51a77bd6af3a628dc083538b71775c8ecf7e943b78d8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50a963064d74a86f75d4f2889609995246ebafe8bc6a34a32ec11ba30b81c6ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-10-01T10:20:05Z",
    "title_canon_sha256": "54634071366a3e7da0ae8d4a881ac6c212737f3e1aa617e14ea95f40aa1b2d26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.00286",
    "kind": "arxiv",
    "version": 2
  }
}