Pith Number

pith:QLLWLLFV

pith:2023:QLLWLLFVZLIFGKWU6NIFBN7NFU

not attested not anchored not stored refs pending

SALLM: Security Assessment of Generated Code

Anna Muller, Joanna C. S. Santos, Mohammed Latif Siddiq, Sajith Devareddy

arxiv:2311.00889 v3 · 2023-11-01 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QLLWLLFVZLIFGKWU6NIFBN7NFU}

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

3 papers in Pith

An Empirical Evaluation of LLM-Generated Code Security Across Prompting Methods

Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models

Do Agents Dream of Root Shells? Partial-Credit Evaluation of LLM Agents in Capture the Flag Challenges

Receipt and verification

First computed	2026-07-05T09:03:17.076402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82d765acb5cad0532ad4f35050b7ed2d30dd010d4e601d795ff2c15d154403a3

Aliases

arxiv: 2311.00889 · arxiv_version: 2311.00889v3 · doi: 10.48550/arxiv.2311.00889 · pith_short_12: QLLWLLFVZLIF · pith_short_16: QLLWLLFVZLIFGKWU · pith_short_8: QLLWLLFV

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/QLLWLLFVZLIFGKWU6NIFBN7NFU \
  | 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: 82d765acb5cad0532ad4f35050b7ed2d30dd010d4e601d795ff2c15d154403a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21b2c6965e41c7396108271dd4a21cd6665bb0da15fff5ecd14c36d1d9707294",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-11-01T22:46:31Z",
    "title_canon_sha256": "36ef651f51cba2084e809100dc475c14ef5fa9b9d117c88910d5c7fe399f2162"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00889",
    "kind": "arxiv",
    "version": 3
  }
}