Pith Number

pith:LX4NPWFD

pith:2024:LX4NPWFDEFVRRJLDHWCYV7XMFQ

not attested not anchored not stored refs pending

Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT

M. Ali Babar, Triet H. M. Le, Tung Hoang Thai

arxiv:2404.17110 v1 · 2024-04-26 · cs.SE · cs.CR · 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{LX4NPWFDEFVRRJLDHWCYV7XMFQ}

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	2026-07-05T08:12:32.972846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5df8d7d8a3216b18a5633d858afeec2c34ead0603c7e9686777c9582815ee3a9

Aliases

arxiv: 2404.17110 · arxiv_version: 2404.17110v1 · doi: 10.48550/arxiv.2404.17110 · pith_short_12: LX4NPWFDEFVR · pith_short_16: LX4NPWFDEFVRRJLD · pith_short_8: LX4NPWFD

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/LX4NPWFDEFVRRJLDHWCYV7XMFQ \
  | 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: 5df8d7d8a3216b18a5633d858afeec2c34ead0603c7e9686777c9582815ee3a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e26c09656b9ab54261f27a7b9df557f430ec2b8d44b9110504080f990c7104d",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-26T01:57:12Z",
    "title_canon_sha256": "03d9562ea20033ff7e30f209129b58df1fc1892dad5818daf1b90728c505e8e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.17110",
    "kind": "arxiv",
    "version": 1
  }
}