Pith Number

pith:NZ5XYHF3

pith:2023:NZ5XYHF3PC2LQJ2637WVMPIPYX

not attested not anchored not stored refs pending

Primer: Fast Private Transformer Inference on Encrypted Data

Lei Jiang, Mengxin Zheng, Qian Lou

arxiv:2303.13679 v1 · 2023-03-23 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZ5XYHF3PC2LQJ2637WVMPIPYX}

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

CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference

Receipt and verification

First computed	2026-07-05T05:54:17.981880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e7b7c1cbb78b4b8275edfed563d0fc5ddeb179fe2a765b51d6d421b19676313

Aliases

arxiv: 2303.13679 · arxiv_version: 2303.13679v1 · doi: 10.48550/arxiv.2303.13679 · pith_short_12: NZ5XYHF3PC2L · pith_short_16: NZ5XYHF3PC2LQJ26 · pith_short_8: NZ5XYHF3

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/NZ5XYHF3PC2LQJ2637WVMPIPYX \
  | 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: 6e7b7c1cbb78b4b8275edfed563d0fc5ddeb179fe2a765b51d6d421b19676313

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8bad90a14f33fe0f6ae6349f479af432382b2679e6ab32822b7be4cdda10d98",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-03-23T21:23:37Z",
    "title_canon_sha256": "329d4b3eec14dc0174f587c61d9eb2b97c019ab3888c7c188b3713f836cec088"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.13679",
    "kind": "arxiv",
    "version": 1
  }
}