Pith Number

pith:XAH345MI

pith:2024:XAH345MIO3UQYALFZEENVWSHJO

not attested not anchored not stored refs pending

Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Akul Gupta, Antony Kellermann, Daniel Kang, Philip Li, Richard Fang, Rohan Bindu, Yuxuan Zhu

arxiv:2406.01637 v2 · 2024-06-02 · cs.MA · 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{XAH345MIO3UQYALFZEENVWSHJO}

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

20 papers in Pith

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act

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

FORGE: Multi-Agent Graduated Exploitation and Detection Engineering

ROGUE: Misaligned Agent Behavior Arising from Ordinary Computer Use

Hephaestus: Toward a Cybersecurity AI Scientist

Receipt and verification

First computed	2026-07-05T10:41:12.860150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b80fbe758876e90c0165c908dada474b9826daaad30659ef5f7da5985e407be3

Aliases

arxiv: 2406.01637 · arxiv_version: 2406.01637v2 · doi: 10.48550/arxiv.2406.01637 · pith_short_12: XAH345MIO3UQ · pith_short_16: XAH345MIO3UQYALF · pith_short_8: XAH345MI

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/XAH345MIO3UQYALFZEENVWSHJO \
  | 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: b80fbe758876e90c0165c908dada474b9826daaad30659ef5f7da5985e407be3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9208c3a4974418675acc35858151a583cab81366a0165245460f1e8b51949d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-06-02T16:25:26Z",
    "title_canon_sha256": "a766dfd877a32de7f27e4ca889b244a0ff4cb2b2d998ebb95d6d26556e773b43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01637",
    "kind": "arxiv",
    "version": 2
  }
}