Pith Number

pith:E5M23VLV

pith:2024:E5M23VLVIMNQ5TINJAR6YXFDAY

not attested not anchored not stored refs pending

MORPH: Towards Automated Concept Drift Adaptation for Malware Detection

Ashim Mahara, Md Tanvirul Alam, Nidhi Rastogi, Romy Fieblinger

arxiv:2401.12790 v1 · 2024-01-23 · 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{E5M23VLVIMNQ5TINJAR6YXFDAY}

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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

Empirical Evaluation of Concept Drift in ML-Based Android Malware Detection

Receipt and verification

First computed	2026-07-05T07:36:36.281647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2759add575431b0ecd0d4823ec5ca3063d90b50756db2abbc00facd9d3e27c66

Aliases

arxiv: 2401.12790 · arxiv_version: 2401.12790v1 · doi: 10.48550/arxiv.2401.12790 · pith_short_12: E5M23VLVIMNQ · pith_short_16: E5M23VLVIMNQ5TIN · pith_short_8: E5M23VLV

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/E5M23VLVIMNQ5TINJAR6YXFDAY \
  | 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: 2759add575431b0ecd0d4823ec5ca3063d90b50756db2abbc00facd9d3e27c66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcaf7cd7422c970562a8aed179b61368d3278d436e91d63874472f829c1f8403",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-23T14:25:43Z",
    "title_canon_sha256": "eb9d68b18dc9d9d924689ec53647529c99f8f3b0b39dd51f8e1b39a915969ce9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12790",
    "kind": "arxiv",
    "version": 1
  }
}