Pith Number

pith:RMEJCKMK

pith:2024:RMEJCKMKAES2TSKRR3IZJE2EUK

not attested not anchored not stored refs pending

AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks

Adith Swaminathan, David Marshall, Geoff McDonald, Jack W. Stokes, Jiacen Xu, Siyue Wang, Xuesong Bai, Zhou Li

arxiv:2403.01038 v1 · 2024-03-02 · 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{RMEJCKMKAES2TSKRR3IZJE2EUK}

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

18 papers in Pith

Decoupling Reconnaissance and Exploitation: Measuring the Capability Boundaries of LLM-Based Web Penetration Testing

ZERO-APT: A Closed-Loop Adversarial Framework for LLM-Driven Automated Penetration Testing under Intelligent Defense

AI Agents Enable Adaptive Computer Worms

APT-Agent: Automated Penetration Testing using Large Language Models

PocketAgents: A Manifest-Driven Library of Autonomous Defense Agents

Receipt and verification

First computed	2026-07-05T07:51:15.408871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b0891298a0125a9c9518ed1949344a2bd8ed3e76993d5b0f18d287b04a73515

Aliases

arxiv: 2403.01038 · arxiv_version: 2403.01038v1 · doi: 10.48550/arxiv.2403.01038 · pith_short_12: RMEJCKMKAES2 · pith_short_16: RMEJCKMKAES2TSKR · pith_short_8: RMEJCKMK

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/RMEJCKMKAES2TSKRR3IZJE2EUK \
  | 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: 8b0891298a0125a9c9518ed1949344a2bd8ed3e76993d5b0f18d287b04a73515

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef81f8e83c035e0c331d5b94259ce12c6455e220dec650e920c0988f49ca4b26",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-02T00:10:45Z",
    "title_canon_sha256": "583b4d6c3c3939b794d2e2472e31d8df11602c93c53d572a3da7ddbd0dab4d27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01038",
    "kind": "arxiv",
    "version": 1
  }
}