Pith Number

pith:TXKWS662

pith:2023:TXKWS662VGZ6MUAHPPYK3R32GS

not attested not anchored not stored refs pending

Federated Learning is Better with Non-Homomorphic Encryption

Abdulmajeed Alrowithi, Fahad Ali Albalawi, Konstantin Burlachenko, Peter Richtarik

arxiv:2312.02074 v1 · 2023-12-04 · cs.CR · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TXKWS662VGZ6MUAHPPYK3R32GS}

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	2026-07-05T07:20:03.484050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9dd5697bdaa9b3e650077bf0adc77a349797531a916a4e2f3fbaadf1d7c90bdc

Aliases

arxiv: 2312.02074 · arxiv_version: 2312.02074v1 · doi: 10.48550/arxiv.2312.02074 · pith_short_12: TXKWS662VGZ6 · pith_short_16: TXKWS662VGZ6MUAH · pith_short_8: TXKWS662

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/TXKWS662VGZ6MUAHPPYK3R32GS \
  | 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: 9dd5697bdaa9b3e650077bf0adc77a349797531a916a4e2f3fbaadf1d7c90bdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d77a85c08f0f53004f36397c1d86cb64b64d7ad9e6e40102cd933c1a6f646ae",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-04T17:37:41Z",
    "title_canon_sha256": "1bb6627d9b209be75bedfdad638a98c065e6695e78a67fed22bd7553b405c2bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02074",
    "kind": "arxiv",
    "version": 1
  }
}