Pith Number

pith:6IFJMP2D

pith:2024:6IFJMP2D4M4TITD2DY6DERES25

not attested not anchored not stored refs pending

A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage

Deyu Zhang, Huan Yang, Yuanchun Li, Yudong Zhao, Yunxin Liu

arxiv:2409.04040 v1 · 2024-09-06 · 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{6IFJMP2D4M4TITD2DY6DERES25}

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

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI

Receipt and verification

First computed	2026-07-05T09:04:00.688810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f20a963f43e339344c7a1e3c324492d77449ed17106a975cc2dcb0d2464a771a

Aliases

arxiv: 2409.04040 · arxiv_version: 2409.04040v1 · doi: 10.48550/arxiv.2409.04040 · pith_short_12: 6IFJMP2D4M4T · pith_short_16: 6IFJMP2D4M4TITD2 · pith_short_8: 6IFJMP2D

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/6IFJMP2D4M4TITD2DY6DERES25 \
  | 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: f20a963f43e339344c7a1e3c324492d77449ed17106a975cc2dcb0d2464a771a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d35024ade04c6f008d1af9a3ac4035b5fe3c9b2f5f7835c3b7bbd78db3459396",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-06T06:16:55Z",
    "title_canon_sha256": "640d1c89ae0700b0d7eb662780decf874ecbcbe592dad5cb4eced637fa7340e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.04040",
    "kind": "arxiv",
    "version": 1
  }
}