Pith Number

pith:HNFVYY7R

pith:2026:HNFVYY7RUDFHM4ASQZ2RUSEJTB

not attested not anchored not stored refs pending

APT-Agent: Automated Penetration Testing using Large Language Models

(2) CSIRO Data61), Alsharif Abuadbba (2), Dan Dongseong Kim (1) ((1) University of Queensland, Kristen Moore (2), William Guanting Li (1)

arxiv:2605.24949 v1 · 2026-05-24 · 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{HNFVYY7RUDFHM4ASQZ2RUSEJTB}

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.

Receipt and verification

First computed	2026-05-26T01:04:07.220795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b4b5c63f1a0ca76701286751a48899863bf676cc14c35245105933cd7a359cb

Aliases

arxiv: 2605.24949 · arxiv_version: 2605.24949v1 · doi: 10.48550/arxiv.2605.24949 · pith_short_12: HNFVYY7RUDFH · pith_short_16: HNFVYY7RUDFHM4AS · pith_short_8: HNFVYY7R

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/HNFVYY7RUDFHM4ASQZ2RUSEJTB \
  | 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: 3b4b5c63f1a0ca76701286751a48899863bf676cc14c35245105933cd7a359cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c76457ee80ddd6e5007a25f9fa6f45e0d523a4dc2f72a62f5f27b7656bdb93d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-24T08:54:33Z",
    "title_canon_sha256": "bf3adf9eba15437ae835d606b0b39ea55396eefe3494e7363b49ed5a4dc11a22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24949",
    "kind": "arxiv",
    "version": 1
  }
}