Pith Number

pith:S5FJ4ZNE

pith:2025:S5FJ4ZNEXGHSO5P7KZVW2VYFPV

not attested not anchored not stored refs pending

When Developer Aid Becomes Security Debt: A Systematic Analysis of Insecure Behaviors in LLM Coding Agents

Matous Kozak, Roshanak Zilouchian Moghaddam, Siva Sivaraman

arxiv:2507.09329 v2 · 2025-07-12 · cs.AI · 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{S5FJ4ZNEXGHSO5P7KZVW2VYFPV}

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	2026-07-05T11:57:57.919873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

974a9e65a4b98f2775ff566b6d57057d7e37d33ce601ca008060b597d81d474b

Aliases

arxiv: 2507.09329 · arxiv_version: 2507.09329v2 · doi: 10.48550/arxiv.2507.09329 · pith_short_12: S5FJ4ZNEXGHS · pith_short_16: S5FJ4ZNEXGHSO5P7 · pith_short_8: S5FJ4ZNE

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/S5FJ4ZNEXGHSO5P7KZVW2VYFPV \
  | 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: 974a9e65a4b98f2775ff566b6d57057d7e37d33ce601ca008060b597d81d474b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb1e89bef23c6489e486193557009c1dece78f6021b8a8e141f0c3f4a015d4c7",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-12T16:11:07Z",
    "title_canon_sha256": "c188cddc36862dc18e8ba117868a190148f92c97b2908e22f126f0f0ef6c18fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09329",
    "kind": "arxiv",
    "version": 2
  }
}