Pith Number

pith:DWEB54BU

pith:2024:DWEB54BUL46IMPLE2KGPUNKHMJ

not attested not anchored not stored refs pending

Prompting Techniques for Secure Code Generation: A Systematic Investigation

Catherine Tony, Markus Mutas, Nicol\'as E. D\'iaz Ferreyra, Riccardo Scandariato, Salem Dhiff

arxiv:2407.07064 v2 · 2024-07-09 · cs.SE · cs.AI · 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{DWEB54BUL46IMPLE2KGPUNKHMJ}

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

2 papers in Pith

A Tertiary Review of Large Language Model-Based Code Generating Tasks: Trends, Challenges, and Future Directions

Constrained Code Generation with Discrete Diffusion

Receipt and verification

First computed	2026-07-05T10:20:13.585257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d881ef0345f3c863d64d28cfa3547626addf209fe96bc065aed3f076742575f

Aliases

arxiv: 2407.07064 · arxiv_version: 2407.07064v2 · doi: 10.48550/arxiv.2407.07064 · pith_short_12: DWEB54BUL46I · pith_short_16: DWEB54BUL46IMPLE · pith_short_8: DWEB54BU

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/DWEB54BUL46IMPLE2KGPUNKHMJ \
  | 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: 1d881ef0345f3c863d64d28cfa3547626addf209fe96bc065aed3f076742575f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1cd0ea3d9d18d8f08a70c4aaacaf635bcd2f05143f5075a372c1a167a7aaf9a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-07-09T17:38:03Z",
    "title_canon_sha256": "64c01e99192a6225dae78a05298fce28d6103ccf79b4b6e99d009a9fb6cbc554"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07064",
    "kind": "arxiv",
    "version": 2
  }
}