Pith Number

pith:5PUMBADV

pith:2026:5PUMBADVPZ4F7WNOMGU5MQCP76

not attested not anchored not stored refs pending

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities

Ahmed Ryan, Md Erfan, Md Kamal Hossain Chowdhury, Md Rayhanur Rahman

arxiv:2607.16175 v1 · 2026-07-17 · 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{5PUMBADVPZ4F7WNOMGU5MQCP76}

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	2026-07-20T02:19:37.868092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebe8c080757e785fd9ae61a9d6404fffaf46136bf79c509056f9ee6b019ac115

Aliases

arxiv: 2607.16175 · arxiv_version: 2607.16175v1 · doi: 10.48550/arxiv.2607.16175 · pith_short_12: 5PUMBADVPZ4F · pith_short_16: 5PUMBADVPZ4F7WNO · pith_short_8: 5PUMBADV

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/5PUMBADVPZ4F7WNOMGU5MQCP76 \
  | 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: ebe8c080757e785fd9ae61a9d6404fffaf46136bf79c509056f9ee6b019ac115

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29c939567a82bf7df8c848e4c658a1c053c8ee92eac313480984f201e493c214",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-17T17:55:19Z",
    "title_canon_sha256": "e2dc1c1b91a09828ab79d1f85b065dbb2be9993072c102c69e201d10cf560958"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16175",
    "kind": "arxiv",
    "version": 1
  }
}