Pith Number

pith:MXS4J4OK

pith:2025:MXS4J4OKFKDG373LSOUL4NHZZL

not attested not anchored not stored refs pending

A Novel Active Learning Approach to Label One Million Unknown Malware Variants

Ahmed Bensaoud, Jugal Kalita

arxiv:2507.02959 v1 · 2025-06-30 · 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{MXS4J4OKFKDG373LSOUL4NHZZL}

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	2026-07-05T11:31:49.546083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65e5c4f1ca2a866dff6b93a8be34f9caf266720ef7876c5ac14d67f106c07100

Aliases

arxiv: 2507.02959 · arxiv_version: 2507.02959v1 · doi: 10.48550/arxiv.2507.02959 · pith_short_12: MXS4J4OKFKDG · pith_short_16: MXS4J4OKFKDG373L · pith_short_8: MXS4J4OK

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/MXS4J4OKFKDG373LSOUL4NHZZL \
  | 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: 65e5c4f1ca2a866dff6b93a8be34f9caf266720ef7876c5ac14d67f106c07100

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc5b3e58220a3117e7a59f608146971b73c8396845064de9e93c4dae38f007e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-30T04:18:31Z",
    "title_canon_sha256": "d22436b012fdce7292ebf74ff4c09b610a5af956b2a90fcd9cf181bebc25fc26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02959",
    "kind": "arxiv",
    "version": 1
  }
}