Pith Number

pith:SPQDEQZ2

pith:2022:SPQDEQZ2PAXMHR7NYMCWUZKNEA

not attested not anchored not stored refs pending

Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images

H.R. Tizhoosh, Milad Sikaroudi, Morteza Babaei, S. Maryam Hosseini

arxiv:2208.10919 v1 · 2022-08-21 · cs.CR · cs.AI · 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{SPQDEQZ2PAXMHR7NYMCWUZKNEA}

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

Privacy Leakage in Federated Learning in Radiology Reports: A Comparative Evaluation of Tokenizer-Driven Privacy Risks

Receipt and verification

First computed	2026-07-05T04:50:41.893673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93e032433a782ec3c7edc3056a654d2023ee2814a7b5dd199e4ace847654ab49

Aliases

arxiv: 2208.10919 · arxiv_version: 2208.10919v1 · doi: 10.48550/arxiv.2208.10919 · pith_short_12: SPQDEQZ2PAXM · pith_short_16: SPQDEQZ2PAXMHR7N · pith_short_8: SPQDEQZ2

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/SPQDEQZ2PAXMHR7NYMCWUZKNEA \
  | 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: 93e032433a782ec3c7edc3056a654d2023ee2814a7b5dd199e4ace847654ab49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46509b03cf6d37d473b0a8200fcb08db5983a8e42dbfb7c111e03cde39ccf7c2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-08-21T23:56:28Z",
    "title_canon_sha256": "49a51cc78774335ed086f0247d0d8f0cfea2309aae6723f44a0a90998a754499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10919",
    "kind": "arxiv",
    "version": 1
  }
}