Pith Number

pith:Z6NYOJ2O

pith:2024:Z6NYOJ2O376WFLTILTZJ7257BY

not attested not anchored not stored refs pending

Nimbus: Secure and Efficient Two-Party Inference for Transformers

Derun Zhao, Haoqi Wu, Jingwen Leng, Jin Tan, Kang Yang, Minyi Guo, Wen-jie Lu, Xiao Wang, Yancheng Zheng, Yu Yu, Zhengyi Li

arxiv:2411.15707 v1 · 2024-11-24 · 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{Z6NYOJ2O376WFLTILTZJ7257BY}

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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

On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference

Receipt and verification

First computed	2026-07-05T09:39:39.656347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf9b87274edffd62ae685cf29febbf0e1941ab76f55c9751deb8a3dabfb1d99e

Aliases

arxiv: 2411.15707 · arxiv_version: 2411.15707v1 · doi: 10.48550/arxiv.2411.15707 · pith_short_12: Z6NYOJ2O376W · pith_short_16: Z6NYOJ2O376WFLTI · pith_short_8: Z6NYOJ2O

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/Z6NYOJ2O376WFLTILTZJ7257BY \
  | 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: cf9b87274edffd62ae685cf29febbf0e1941ab76f55c9751deb8a3dabfb1d99e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5db4db1f48436fc49ee64ad0f7a7e85921c6060788c8427c7acf5e25439c26a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-24T04:24:31Z",
    "title_canon_sha256": "48165b0d7ec6019f0c8d59e065e98b525f7f858a7d4e7418cc45e1d51e478725"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15707",
    "kind": "arxiv",
    "version": 1
  }
}