Pith. sign in
Pith Number

pith:TY4KY2XE

pith:2025:TY4KY2XE7CFR32RZ64XCZP6R7J
not attested not anchored not stored refs pending

Improving Automated Secure Code Reviews: A Synthetic Dataset for Code Vulnerability Flaws

Andres Neyem, Juan J. Alonso-Lecaros, Juan Pablo Sandoval Alcocer, Leonardo Centellas-Claros

arxiv:2504.16310 v1 · 2025-04-22 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TY4KY2XE7CFR32RZ64XCZP6R7J}

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 2026-07-05T10:52:44.683300Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9e38ac6ae4f88b1dea39f72e2cbfd1fa7b809e5b325de7a6d851752ee6be020b

Aliases

arxiv: 2504.16310 · arxiv_version: 2504.16310v1 · doi: 10.48550/arxiv.2504.16310 · pith_short_12: TY4KY2XE7CFR · pith_short_16: TY4KY2XE7CFR32RZ · pith_short_8: TY4KY2XE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TY4KY2XE7CFR32RZ64XCZP6R7J \
  | 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: 9e38ac6ae4f88b1dea39f72e2cbfd1fa7b809e5b325de7a6d851752ee6be020b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "95f36a16e4a593c4a3dbf94ca7c21148144da98d97d218ff32a66f4c912eb57a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-22T23:07:24Z",
    "title_canon_sha256": "2e683bcc60ef41fa8ffd62570e447643e94a5851e79a961a3b3e5750b73cf426"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16310",
    "kind": "arxiv",
    "version": 1
  }
}