Pith Number

pith:XPBPEO33

pith:2024:XPBPEO33TPRT44RKIA3XFRNHFU

not attested not anchored not stored refs pending

Constrained Decoding for Secure Code Generation

Ethan Baker, Yanjun Fu, Yizheng Chen, Yu Ding

arxiv:2405.00218 v3 · 2024-04-30 · cs.CR · cs.AI · 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{XPBPEO33TPRT44RKIA3XFRNHFU}

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

9 papers in Pith

Functional and Secure Code Generation with Task Vectors

SoK: AI Secure Code Generation: Progress, Pitfalls, and Paths Forward

MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support

Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios

DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation

Receipt and verification

First computed	2026-07-05T08:46:24.634726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbc2f23b7b9be33e722a403772c5a72d2aaa81c691771f39ec9268c7af5ec35e

Aliases

arxiv: 2405.00218 · arxiv_version: 2405.00218v3 · doi: 10.48550/arxiv.2405.00218 · pith_short_12: XPBPEO33TPRT · pith_short_16: XPBPEO33TPRT44RK · pith_short_8: XPBPEO33

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/XPBPEO33TPRT44RKIA3XFRNHFU \
  | 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: bbc2f23b7b9be33e722a403772c5a72d2aaa81c691771f39ec9268c7af5ec35e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7a36e3f8c4f062b866ce947324c8fc9c4f03203cf666cc9049f6b68fa30bfca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-30T21:52:19Z",
    "title_canon_sha256": "7c2a50a644bcd5cbad1e763a8902bd5995aee1b9c1d50ceb08449f18b5d2adaf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00218",
    "kind": "arxiv",
    "version": 3
  }
}