Pith Number

pith:SYGE7KBD

pith:2023:SYGE7KBDPMP45OHGIC7FUMQNH6

not attested not anchored not stored refs pending

Secure Transformer Inference Protocol

Lan Zhang, Mu Yuan, Xiang-Yang Li

arxiv:2312.00025 v2 · 2023-11-14 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SYGE7KBDPMP45OHGIC7FUMQNH6}

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

3 papers in Pith

PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts

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

Receipt and verification

First computed	2026-07-05T08:16:43.947523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

960c4fa8237b1fceb8e640be5a320d3f95b8d2ccf4c20ba33be7dade2b657675

Aliases

arxiv: 2312.00025 · arxiv_version: 2312.00025v2 · doi: 10.48550/arxiv.2312.00025 · pith_short_12: SYGE7KBDPMP4 · pith_short_16: SYGE7KBDPMP45OHG · pith_short_8: SYGE7KBD

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/SYGE7KBDPMP45OHGIC7FUMQNH6 \
  | 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: 960c4fa8237b1fceb8e640be5a320d3f95b8d2ccf4c20ba33be7dade2b657675

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "078591a7ecb996358aa94bdcf8389a25f41b06ac3133aba1d0a695ef682de46e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-11-14T14:37:23Z",
    "title_canon_sha256": "67b670275715c087e33af5296ea815da11a123df4c711c6c32979c7b66b58417"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.00025",
    "kind": "arxiv",
    "version": 2
  }
}