Pith Number

pith:Q4ENZQFI

pith:2026:Q4ENZQFIWYC3EBU27TOUZUM3KZ

not attested not anchored not stored refs pending

Profiling Privacy Preservation Against Gradient Inversion Attacks in Tabular Federated Learning

Ivo Osterberg Nilsson, Maximilian Birr Engvall, Teddy Lazebnik, Viktor Valadi

arxiv:2606.00986 v1 · 2026-05-31 · 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{Q4ENZQFIWYC3EBU27TOUZUM3KZ}

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	2026-06-02T01:04:11.285926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8708dcc0a8b605b2069afcdd4cd19b565d97dedab46fa538eb312e435e97d62d

Aliases

arxiv: 2606.00986 · arxiv_version: 2606.00986v1 · doi: 10.48550/arxiv.2606.00986 · pith_short_12: Q4ENZQFIWYC3 · pith_short_16: Q4ENZQFIWYC3EBU2 · pith_short_8: Q4ENZQFI

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/Q4ENZQFIWYC3EBU27TOUZUM3KZ \
  | 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: 8708dcc0a8b605b2069afcdd4cd19b565d97dedab46fa538eb312e435e97d62d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f8b72efc63f61d33c196cc05725f164910ad048fd211d5448ffaa8715eb455b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-31T03:54:47Z",
    "title_canon_sha256": "704937a60bcac921fc91c9cc17d7fcac8af7d536688f17cb946755983f2d24a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00986",
    "kind": "arxiv",
    "version": 1
  }
}