Pith Number

pith:6UL2RY7H

pith:2024:6UL2RY7HSGV3JMNLQD7MI75ZMH

not attested not anchored not stored refs pending

EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters

Ali Balador, Francesco Flammini, Nirvana Meratnia, Samaneh Mohammadi, Tanir Ozcelebi, Vasileios Tsouvalas

arxiv:2406.09152 v1 · 2024-06-13 · cs.CR · cs.DC · 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{6UL2RY7HSGV3JMNLQD7MI75ZMH}

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	2026-07-05T08:31:28.994644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f517a8e3e791abb4b1ab80fec47fb961ff00a657c066eecc55490a1d2cedd2f2

Aliases

arxiv: 2406.09152 · arxiv_version: 2406.09152v1 · doi: 10.48550/arxiv.2406.09152 · pith_short_12: 6UL2RY7HSGV3 · pith_short_16: 6UL2RY7HSGV3JMNL · pith_short_8: 6UL2RY7H

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/6UL2RY7HSGV3JMNLQD7MI75ZMH \
  | 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: f517a8e3e791abb4b1ab80fec47fb961ff00a657c066eecc55490a1d2cedd2f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "053a2dfc2dd7ce2544b997f76bbd80050a73aeb86d49f97f589744668ebd5040",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-13T14:16:50Z",
    "title_canon_sha256": "9fe2eb8d331743d003b325507d48012566b56b1560120cfc115ab4112ed55371"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09152",
    "kind": "arxiv",
    "version": 1
  }
}