Pith Number

pith:SWEPARST

pith:2023:SWEPARSTRLA6V4M6TKJ3J3C7RY

not attested not anchored not stored refs pending

Using Large Language Models for Cybersecurity Capture-The-Flag Challenges and Certification Questions

Choon Meng Seah, Ee-Chien Chang, Jun Heng Sim, Wesley Tann, Yuancheng Liu

arxiv:2308.10443 v1 · 2023-08-21 · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWEPARSTRLA6V4M6TKJ3J3C7RY}

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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

1 paper in Pith

CyberCertBench: Evaluating LLMs in Cybersecurity Certification Knowledge

Receipt and verification

First computed	2026-07-05T06:43:09.178834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9588f046538ac1eaf19e9a93b4ec5f8e3479f334544799526ce60972b57d9b5d

Aliases

arxiv: 2308.10443 · arxiv_version: 2308.10443v1 · doi: 10.48550/arxiv.2308.10443 · pith_short_12: SWEPARSTRLA6 · pith_short_16: SWEPARSTRLA6V4M6 · pith_short_8: SWEPARST

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/SWEPARSTRLA6V4M6TKJ3J3C7RY \
  | 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: 9588f046538ac1eaf19e9a93b4ec5f8e3479f334544799526ce60972b57d9b5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09ad195ef025e02fcc20de2b72a1fae73a5266ed972f4ee8310b0b5cbb2bc39e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-21T03:30:21Z",
    "title_canon_sha256": "24b6e85070100758fff7a843966246ba9900db0ee9d41c07d9c20b8bf419c990"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10443",
    "kind": "arxiv",
    "version": 1
  }
}