Pith Number

pith:Z3Z6QH37

pith:2025:Z3Z6QH37MRJNEFRJWSUE4HXORO

not attested not anchored not stored refs pending

Say What You Mean: Natural Language Access Control with Large Language Models for Internet of Things

Dongxiao Yu, Hao Wu, Kun Li, Minghui Xu, Shaoyong Guo, Wangjie Qiu, Xiuzhen Cheng, Yechao Zhang, Ye Cheng, Yue Zhang

arxiv:2505.23835 v1 · 2025-05-28 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z3Z6QH37MRJNEFRJWSUE4HXORO}

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

3 papers in Pith

Natural Language Access Control (NLAC): From Help Desk Requests to Structured Policies

Can LLMs Make (Personalized) Access Control Decisions?

Sketch-based Access Control: A Multimodal Interface for Translating User Preferences into Intent-Aligned Policies

Receipt and verification

First computed	2026-07-05T11:12:36.347741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cef3e81f7f6452d21629b4a84e1eee8bbab5ab63d9620c436069695093a70369

Aliases

arxiv: 2505.23835 · arxiv_version: 2505.23835v1 · doi: 10.48550/arxiv.2505.23835 · pith_short_12: Z3Z6QH37MRJN · pith_short_16: Z3Z6QH37MRJNEFRJ · pith_short_8: Z3Z6QH37

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/Z3Z6QH37MRJNEFRJWSUE4HXORO \
  | 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: cef3e81f7f6452d21629b4a84e1eee8bbab5ab63d9620c436069695093a70369

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66882dd9368598e37ee7b9d92fde2df4d1b8f91f45d3927b61134901fc14c325",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-28T10:59:00Z",
    "title_canon_sha256": "c2e7befde434be36f30452a1e5cc1cf31d98298f4641e5e22cbce5d82bfeae33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23835",
    "kind": "arxiv",
    "version": 1
  }
}