Pith Number

pith:T3DIYW4Z

pith:2023:T3DIYW4Z7ZBOVY4YBY4IM2GRKM

not attested not anchored not stored refs pending

The Hidden Adversarial Vulnerabilities of Medical Federated Learning

Erfan Darzi, Florian Dubost, Nanna. M. Sijtsema, P.M.A van Ooijen

arxiv:2310.13893 v1 · 2023-10-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T3DIYW4Z7ZBOVY4YBY4IM2GRKM}

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	2026-07-05T07:03:36.568797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ec68c5b99fe42eae3980e388668d153363e674cd19e4eb690e1c5ad969ba306

Aliases

arxiv: 2310.13893 · arxiv_version: 2310.13893v1 · doi: 10.48550/arxiv.2310.13893 · pith_short_12: T3DIYW4Z7ZBO · pith_short_16: T3DIYW4Z7ZBOVY4Y · pith_short_8: T3DIYW4Z

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/T3DIYW4Z7ZBOVY4YBY4IM2GRKM \
  | 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: 9ec68c5b99fe42eae3980e388668d153363e674cd19e4eb690e1c5ad969ba306

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbca1297c63dc47dfa00fe71917e1bafdc2f2891c2fadecded819e369ddc1fda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-21T02:21:39Z",
    "title_canon_sha256": "5eafb9721b1dc0d01fc8a071282647f70e896cc1c0c32d0e2faa11ab92830a07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13893",
    "kind": "arxiv",
    "version": 1
  }
}