Pith Number

pith:26IVDPV6

pith:2022:26IVDPV6W6RVLKRFTB5KVYPU7C

not attested not anchored not stored refs pending

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients

Guowen Xu, Hongwei Li, Jianting Ning, Robert H.Deng, Shengmin Xu, Tianwei Zhang, Xingshuo Han, Xinyi Huang

arxiv:2207.04637 v2 · 2022-07-11 · 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{26IVDPV6W6RVLKRFTB5KVYPU7C}

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.

Receipt and verification

First computed	2026-07-05T05:10:56.943611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d79151bebeb7a355aa25987aaae1f4f89b9ef744d2b21ed7b14c37dc28daff98

Aliases

arxiv: 2207.04637 · arxiv_version: 2207.04637v2 · doi: 10.48550/arxiv.2207.04637 · pith_short_12: 26IVDPV6W6RV · pith_short_16: 26IVDPV6W6RVLKRF · pith_short_8: 26IVDPV6

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/26IVDPV6W6RVLKRFTB5KVYPU7C \
  | 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: d79151bebeb7a355aa25987aaae1f4f89b9ef744d2b21ed7b14c37dc28daff98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaed50dad1d1ab83c563621c7f9fbfcf90f68bd1e822d5cc6f181cfeb14c10c1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-07-11T05:33:58Z",
    "title_canon_sha256": "066ae0229fb68a775aac2bff96d966764486e3f91026ccf03df78dcbc8d59840"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.04637",
    "kind": "arxiv",
    "version": 2
  }
}