Pith Number

pith:K5BSN4CB

pith:2022:K5BSN4CBKQVJTREBISY4ZJSVB5

not attested not anchored not stored refs pending

Joint Privacy Enhancement and Quantization in Federated Learning

Elad Sofer, Natalie Lang, Nir Shlezinger, Tomer Shaked

arxiv:2208.10888 v1 · 2022-08-23 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K5BSN4CBKQVJTREBISY4ZJSVB5}

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	2026-07-05T05:52:59.069942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

574326f041542a99c48144b1cca6550f69b612a960bc93054c71d3714e5c99e7

Aliases

arxiv: 2208.10888 · arxiv_version: 2208.10888v1 · doi: 10.48550/arxiv.2208.10888 · pith_short_12: K5BSN4CBKQVJ · pith_short_16: K5BSN4CBKQVJTREB · pith_short_8: K5BSN4CB

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/K5BSN4CBKQVJTREBISY4ZJSVB5 \
  | 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: 574326f041542a99c48144b1cca6550f69b612a960bc93054c71d3714e5c99e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6d88ca098cd751f1c975960b73d55fcdcc5c6c06dcef873ece67d69a63059d8",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-23T11:42:58Z",
    "title_canon_sha256": "3d8972ab81d17a45eb8475f50c0a039e9834a2f6e856d3f3fccd2518f2236b03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10888",
    "kind": "arxiv",
    "version": 1
  }
}