Pith Number

pith:QUHUWX2W

pith:2024:QUHUWX2WAFZUZU2BYL2OBXDLZ3

not attested not anchored not stored refs pending

AutoPenBench: Benchmarking Generative Agents for Penetration Testing

Alexander Delsanto, Giuseppe Siracusano, Idilio Drago, Luca Gioacchini, Marco Mellia, Roberto Bifulco

arxiv:2410.03225 v2 · 2024-10-04 · 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{QUHUWX2WAFZUZU2BYL2OBXDLZ3}

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

8 papers in Pith

The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly

How Reliable Are AI Attackers Against a Fixed Vulnerable Target? A 400-Run Empirical Study of LLM Penetration Testing Consistency

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities

Receipt and verification

First computed	2026-07-05T09:27:05.424652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

850f4b5f5601734cd341c2f4e0dc6bcef07bf3bd1d1ecff55d96e4ecbc962a17

Aliases

arxiv: 2410.03225 · arxiv_version: 2410.03225v2 · doi: 10.48550/arxiv.2410.03225 · pith_short_12: QUHUWX2WAFZU · pith_short_16: QUHUWX2WAFZUZU2B · pith_short_8: QUHUWX2W

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/QUHUWX2WAFZUZU2BYL2OBXDLZ3 \
  | 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: 850f4b5f5601734cd341c2f4e0dc6bcef07bf3bd1d1ecff55d96e4ecbc962a17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bf1298db3bd706ad1ec31e8376c06e623a1d974c2c26e3524326fa50c6e2e87",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-04T08:24:15Z",
    "title_canon_sha256": "d93f47cbbed5c5771d1a82c13d5e8a7cf7e14cbb9a687fd9020c038f015bac47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03225",
    "kind": "arxiv",
    "version": 2
  }
}