Pith Number

pith:4E2KD5DV

pith:2026:4E2KD5DVJ2TJAQIW7BHUXHP7FU

not attested not anchored not stored refs pending

An Evaluation of Large Language Models for Detection of Malicious Python Packages

Abdullah Al Jahid, Ahmed Ryan, Akond Ashfaque Ur Rahman, Ibrahim Khalil, Md Erfan, Md Rayhanur Rahman, Sungbin Park

arxiv:2602.16304 v3 · 2026-02-18 · cs.CR · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4E2KD5DVJ2TJAQIW7BHUXHP7FU}

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

From Natural Language to Verified Code: Toward AI Assisted Problem-to-Code Generation with Dafny-Based Formal Verification

Receipt and verification

First computed	2026-07-15T00:21:16.575709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e134a1f4754ea6904116f84f4b9dff2d1f0fc0252986d07a1be91bdb95790dbe

Aliases

arxiv: 2602.16304 · arxiv_version: 2602.16304v3 · doi: 10.48550/arxiv.2602.16304 · pith_short_12: 4E2KD5DVJ2TJ · pith_short_16: 4E2KD5DVJ2TJAQIW · pith_short_8: 4E2KD5DV

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/4E2KD5DVJ2TJAQIW7BHUXHP7FU \
  | 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: e134a1f4754ea6904116f84f4b9dff2d1f0fc0252986d07a1be91bdb95790dbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a50dbe1a480bde87d0ecbbfea946978b7f4357baad56f7563e7c6eb977242b6",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-02-18T09:36:46Z",
    "title_canon_sha256": "fcc40e11db0dd4a4c43e8681aad5081d3628ffe5c872483038b72a2999ba0d2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.16304",
    "kind": "arxiv",
    "version": 3
  }
}