Pith Number

pith:PKWRG7AW

pith:2025:PKWRG7AW7NQDFX46QNSFRZZNLJ

not attested not anchored not stored refs pending

Multi-Agent Penetration Testing AI for the Web

Arthur Gervais, Isaac David

arxiv:2508.20816 v1 · 2025-08-28 · cs.CR · 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{PKWRG7AW7NQDFX46QNSFRZZNLJ}

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

10 papers in Pith

Hephaestus: Toward a Cybersecurity AI Scientist

Benchmarking Mythos-Linked Bug Rediscovery

Security Considerations for Multi-agent Systems

From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

Agentic Fuzzing: Opportunities and Challenges

Receipt and verification

First computed	2026-07-05T12:01:11.554029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7aad137c16fb6032df9e836458e72d5a7cb02974eaf43150e9f956ce8924fb67

Aliases

arxiv: 2508.20816 · arxiv_version: 2508.20816v1 · doi: 10.48550/arxiv.2508.20816 · pith_short_12: PKWRG7AW7NQD · pith_short_16: PKWRG7AW7NQDFX46 · pith_short_8: PKWRG7AW

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/PKWRG7AW7NQDFX46QNSFRZZNLJ \
  | 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: 7aad137c16fb6032df9e836458e72d5a7cb02974eaf43150e9f956ce8924fb67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53c7d9542ff168cd32e8da37330e132f437f38bf826f8864f6d65b6d55043b47",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-28T14:14:24Z",
    "title_canon_sha256": "a8d6a2e26f2f32931487cea5fead534ed8456fe6354e25ea8dcdf3f8c47c2e8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20816",
    "kind": "arxiv",
    "version": 1
  }
}