Pith Number

pith:HU2VGYC5

pith:2023:HU2VGYC5YAE5NONHLRTV3G2HYG

not attested not anchored not stored refs pending

Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models

Aleksandar Straumann, Cornelius Aschermann, Cyrus Nikolaidis, Daniel Song, David LeBlanc, Dhaval Kapil, Dominik Gabi, Faizan Ahmad, Gabriel Synnaeve, Ivan Evtimov, James Milazzo, Joshua Saxe, Lorenzo Fontana, Manish Bhatt, Ravi Prakash Giri, Sahana Chennabasappa, Sasha Frolov, Shengye Wan, Spencer Whitman, Varun Vontimitta, Yiannis Kozyrakis

arxiv:2312.04724 v1 · 2023-12-07 · 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{HU2VGYC5YAE5NONHLRTV3G2HYG}

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

23 papers in Pith

Helpful or Harmful? Evaluating LLM-Assisted Vulnerability Patching via a Human Study

SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces

Direct Causation in International Humanitarian Law and the Challenge of AI-Mediated Civilian Cyber Operations

Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety

Security of LLM-generated Code: A Comparative Analysis

Receipt and verification

First computed	2026-07-05T07:21:50.424526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d3553605dc009d6b9a75c675d9b47c19f2c6687c1594643b8077659cfea69e3

Aliases

arxiv: 2312.04724 · arxiv_version: 2312.04724v1 · doi: 10.48550/arxiv.2312.04724 · pith_short_12: HU2VGYC5YAE5 · pith_short_16: HU2VGYC5YAE5NONH · pith_short_8: HU2VGYC5

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/HU2VGYC5YAE5NONHLRTV3G2HYG \
  | 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: 3d3553605dc009d6b9a75c675d9b47c19f2c6687c1594643b8077659cfea69e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c39c41c73f7fae133226c05c6994d1c11262d31b9cea67e0cdda63fece47def1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-07T22:07:54Z",
    "title_canon_sha256": "9dd782649300bbc3bbfed4425a7a1ccbe4429f76f6f40716d4e48c35ee66b3d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04724",
    "kind": "arxiv",
    "version": 1
  }
}