Pith Number

pith:ADVYSHTQ

pith:2025:ADVYSHTQC3F47QNEN7PSKUKQAD

not attested not anchored not stored refs pending

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models

Leming Shen, Xinyu Huang, Yuanqing Zheng, Zijing Ma

arxiv:2507.08878 v1 · 2025-07-10 · 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{ADVYSHTQC3F47QNEN7PSKUKQAD}

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

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes

Receipt and verification

First computed	2026-07-05T11:35:59.915346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00eb891e7016cbcfc1a46fdf25515000cd9d0b98ceb0f41b4117f18753e69fb9

Aliases

arxiv: 2507.08878 · arxiv_version: 2507.08878v1 · doi: 10.48550/arxiv.2507.08878 · pith_short_12: ADVYSHTQC3F4 · pith_short_16: ADVYSHTQC3F47QNE · pith_short_8: ADVYSHTQ

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/ADVYSHTQC3F47QNEN7PSKUKQAD \
  | 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: 00eb891e7016cbcfc1a46fdf25515000cd9d0b98ceb0f41b4117f18753e69fb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38baaf352ef8c413b1610aca0f620726820d6d67ef6fd828f1b83597ac86294d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-10T05:36:32Z",
    "title_canon_sha256": "a85acb03ed8b8dd23f7f85e9bd299eb7527d7798c55fd21a0cf735a70a6a20ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08878",
    "kind": "arxiv",
    "version": 1
  }
}