Pith Number

pith:YXQTCTDL

pith:2025:YXQTCTDLREE4ZL32BOU6FRYLEA

not attested not anchored not stored refs pending

Good News for Script Kiddies? Evaluating Large Language Models for Automated Exploit Generation

David Jin, Qian Fu, Yuekang Li

arxiv:2505.01065 v1 · 2025-05-02 · 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{YXQTCTDLREE4ZL32BOU6FRYLEA}

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

1 paper in Pith

From Runnable to Verifiable: An Independent Reproducibility Study of LLM/Agent-Driven Vulnerability Validation Artifacts

Receipt and verification

First computed	2026-07-05T10:57:44.490637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5e1314c6b8909ccaf7a0ba9e2c70b20363f5543b34e6c5064082e1b316d0203

Aliases

arxiv: 2505.01065 · arxiv_version: 2505.01065v1 · doi: 10.48550/arxiv.2505.01065 · pith_short_12: YXQTCTDLREE4 · pith_short_16: YXQTCTDLREE4ZL32 · pith_short_8: YXQTCTDL

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/YXQTCTDLREE4ZL32BOU6FRYLEA \
  | 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: c5e1314c6b8909ccaf7a0ba9e2c70b20363f5543b34e6c5064082e1b316d0203

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49d0c1234d963d0368af7a1237f7cc21619dc2a49817bf6ad0c94cd872f540d5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-02T07:15:22Z",
    "title_canon_sha256": "9ffa0540a4d9f54b751aa89f98b535a6edb82a64b16ca005ca0ef62f3a9ede65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01065",
    "kind": "arxiv",
    "version": 1
  }
}