Pith Number

pith:2UPUKUWR

pith:2025:2UPUKUWRXTCZHZXCOIHVKZEGQG

not attested not anchored not stored refs pending

Understanding Malware Propagation Dynamics through Scientific Machine Learning

Karthik Pappu, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat

arxiv:2507.07143 v1 · 2025-07-09 · cs.LG · 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{2UPUKUWRXTCZHZXCOIHVKZEGQG}

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	2026-07-05T11:34:54.545216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d51f4552d1bcc593e6e2720f556486819b03ccc56021ec812e87c79ed78517d5

Aliases

arxiv: 2507.07143 · arxiv_version: 2507.07143v1 · doi: 10.48550/arxiv.2507.07143 · pith_short_12: 2UPUKUWRXTCZ · pith_short_16: 2UPUKUWRXTCZHZXC · pith_short_8: 2UPUKUWR

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/2UPUKUWRXTCZHZXCOIHVKZEGQG \
  | 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: d51f4552d1bcc593e6e2720f556486819b03ccc56021ec812e87c79ed78517d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d95c0d31ef63eef2c8fd34165d6e94649188ff153fd6f9fac5ca8d7a9a67f59c",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T04:49:23Z",
    "title_canon_sha256": "4163130a69e9f193435effd91b46e8a2e7ee7ae6edfcbcf0a5740dcbff237857"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07143",
    "kind": "arxiv",
    "version": 1
  }
}