Pith Number

pith:V6VB7S3F

pith:2024:V6VB7S3F3Q3IYX3ZCTUG23QHLV

not attested not anchored not stored refs pending

Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models

Jimmy Dani, Kalyan Nakka, Nitesh Saxena

arxiv:2406.05364 v2 · 2024-06-08 · 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{V6VB7S3F3Q3IYX3ZCTUG23QHLV}

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

MoGU V2: Toward a Higher Pareto Frontier Between Model Usability and Security

Receipt and verification

First computed	2026-07-05T10:24:22.549907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afaa1fcb65dc368c5f7914e86d6e075d59744f3fee43ee8f330ee968c6619550

Aliases

arxiv: 2406.05364 · arxiv_version: 2406.05364v2 · doi: 10.48550/arxiv.2406.05364 · pith_short_12: V6VB7S3F3Q3I · pith_short_16: V6VB7S3F3Q3IYX3Z · pith_short_8: V6VB7S3F

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/V6VB7S3F3Q3IYX3ZCTUG23QHLV \
  | 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: afaa1fcb65dc368c5f7914e86d6e075d59744f3fee43ee8f330ee968c6619550

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25911403afa5ec04c127a329dc7eae5e49fd0c67eefadd269fee20e43f9bfa13",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-08T05:45:42Z",
    "title_canon_sha256": "0142fbdc01dee06c93c8a37b774f007cfb561e0f69b4d4a88e5477c79afe34b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05364",
    "kind": "arxiv",
    "version": 2
  }
}