Pith Number

pith:WDRDXOKC

pith:2022:WDRDXOKCS3LAII33IQM3PULKYW

not attested not anchored not stored refs pending

On the Security Vulnerabilities of Text-to-SQL Models

Jingfeng Yang, Mark Stevenson, Xutan Peng, Yipeng Zhang

arxiv:2211.15363 v4 · 2022-11-28 · cs.CL · cs.CR · cs.DB · cs.LG · 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{WDRDXOKCS3LAII33IQM3PULKYW}

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

Guiding AI to Fix Its Own Flaws: An Empirical Study on LLM-Driven Secure Code Generation

Receipt and verification

First computed	2026-07-05T08:17:55.738235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0e23bb94296d604237b4419b7d16ac597e13ab333c53890c1e9584f986938ac

Aliases

arxiv: 2211.15363 · arxiv_version: 2211.15363v4 · doi: 10.48550/arxiv.2211.15363 · pith_short_12: WDRDXOKCS3LA · pith_short_16: WDRDXOKCS3LAII33 · pith_short_8: WDRDXOKC

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/WDRDXOKCS3LAII33IQM3PULKYW \
  | 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: b0e23bb94296d604237b4419b7d16ac597e13ab333c53890c1e9584f986938ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2b93221b4ecf98c1860d71fc50935e7ac508267396afccb21daf19b83297d42",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DB",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-28T14:38:45Z",
    "title_canon_sha256": "f7dddae36bc0551a616d95be775331e0fd4bb8da109e965aa3304dd15df28cad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15363",
    "kind": "arxiv",
    "version": 4
  }
}