Pith Number

pith:YGBIYWWW

pith:2022:YGBIYWWWXFQNJQTZACKHAT6QBZ

not attested not anchored not stored refs pending

SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE

Bohan Jin, Hongxiao Wang, Man Chen, Peng Yang, Siu-Ming Yiu, Yanmin Zhao, Zejiu Tan, Zoe L. Jiang

arxiv:2211.09353 v2 · 2022-11-17 · 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{YGBIYWWWXFQNJQTZACKHAT6QBZ}

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	2026-07-05T07:57:38.700829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1828c5ad6b960d4c2790094704fd00e6fdc5bfcb048a6b36920ec0676aadc71

Aliases

arxiv: 2211.09353 · arxiv_version: 2211.09353v2 · doi: 10.48550/arxiv.2211.09353 · pith_short_12: YGBIYWWWXFQN · pith_short_16: YGBIYWWWXFQNJQTZ · pith_short_8: YGBIYWWW

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/YGBIYWWWXFQNJQTZACKHAT6QBZ \
  | 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: c1828c5ad6b960d4c2790094704fd00e6fdc5bfcb048a6b36920ec0676aadc71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22c4fedfd525e26a7d4f0ded38656967530bad96e5f086b0b1a31a8a55105fbe",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-11-17T05:39:48Z",
    "title_canon_sha256": "d418f15db1cca00e8de220c68639c32814d83b92d92a12ef7e236c46a255df26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09353",
    "kind": "arxiv",
    "version": 2
  }
}