Pith Number

pith:XMAXB6CY

pith:2023:XMAXB6CY5B2KFRWM3MNY475MBB

not attested not anchored not stored refs pending

Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study

Amjed Tahir, Jiaxin Yu, Jinfu Chen, Mojtaba Shahin, Peng Liang, Yujia Fu, Zengyang Li

arxiv:2310.02059 v4 · 2023-10-03 · cs.SE · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XMAXB6CY5B2KFRWM3MNY475MBB}

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

4 papers in Pith

Short-Term Gain, Long-Term Fragility: AI Labor Substitution and the Erosion of Sustainable Capability

Enhancing Reliability in LLM-Based Secure Code Generation

SecureForge: Finding and Preventing Vulnerabilities in LLM-Generated Code via Prompt Optimization

A Quasi-Experimental Developer Study of Security Training in LLM-Assisted Web Application Development

Receipt and verification

First computed	2026-07-05T10:10:21.890170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb0170f858e874a2c6ccdb1b8e7fac0851adb41b2e8e7a2d1bdf281a3b8e339e

Aliases

arxiv: 2310.02059 · arxiv_version: 2310.02059v4 · doi: 10.48550/arxiv.2310.02059 · pith_short_12: XMAXB6CY5B2K · pith_short_16: XMAXB6CY5B2KFRWM · pith_short_8: XMAXB6CY

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/XMAXB6CY5B2KFRWM3MNY475MBB \
  | 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: bb0170f858e874a2c6ccdb1b8e7fac0851adb41b2e8e7a2d1bdf281a3b8e339e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ca2217cb610d7b07f5a208c5dbbcca751e899d8de22568f0fca4fb3702c8205",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-03T14:01:28Z",
    "title_canon_sha256": "611e7cd188516d0b67a4f479d3fb580ae39208064e4eb7eb89b72c07dea22f7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02059",
    "kind": "arxiv",
    "version": 4
  }
}