Pith Number

pith:SOYHTN3A

pith:2025:SOYHTN3AGIW2USJZFKKUFFFXLO

not attested not anchored not stored refs pending

RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models

Hanzheng Dai, Jun Yan, Yuanliang Li, Zhibo Zhang

arxiv:2505.07089 v3 · 2025-05-11 · 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{SOYHTN3AGIW2USJZFKKUFFFXLO}

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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

2 papers in Pith

xOffense: An Autonomous Multi-Agent Framework for Penetration Testing with Domain-Adapted Large Language Models

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing

Receipt and verification

First computed	2026-07-05T11:26:51.134057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93b079b760322daa49392a954294b75b8749602815cd04b4916dba36110673d0

Aliases

arxiv: 2505.07089 · arxiv_version: 2505.07089v3 · doi: 10.48550/arxiv.2505.07089 · pith_short_12: SOYHTN3AGIW2 · pith_short_16: SOYHTN3AGIW2USJZ · pith_short_8: SOYHTN3A

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/SOYHTN3AGIW2USJZFKKUFFFXLO \
  | 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: 93b079b760322daa49392a954294b75b8749602815cd04b4916dba36110673d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45e16e3bd5982fafe338a52f23d92a91973985e55c6a965613b53385c460b2fc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-11T18:38:00Z",
    "title_canon_sha256": "031cfaf7e5e2a8d54df1f3fc45238d7e2ec979de192fda8369e7213215706757"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07089",
    "kind": "arxiv",
    "version": 3
  }
}