Pith Number

pith:HABWCN6W

pith:2023:HABWCN6W3IIRXGEEEKFNC7237Q

not attested not anchored not stored refs pending

An Efficient and Multi-private Key Secure Aggregation for Federated Learning

Bo Liu, Rongxing Lu, Xiaohu Tang, Xue Yang, Zifeng Liu

arxiv:2306.08970 v3 · 2023-06-15 · cs.CR · cs.AI · cs.CV · 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{HABWCN6W3IIRXGEEEKFNC7237Q}

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	2026-07-05T08:25:27.807784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38036137d6da111b9884228ad17f5bfc16aea9808634b56959988f327f7e4cf9

Aliases

arxiv: 2306.08970 · arxiv_version: 2306.08970v3 · doi: 10.48550/arxiv.2306.08970 · pith_short_12: HABWCN6W3IIR · pith_short_16: HABWCN6W3IIRXGEE · pith_short_8: HABWCN6W

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/HABWCN6W3IIRXGEEEKFNC7237Q \
  | 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: 38036137d6da111b9884228ad17f5bfc16aea9808634b56959988f327f7e4cf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cb26548c5a17d63ca5a1c88a6cb4c65147ad5de27a4f36d3538eaa063eb5a75",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-15T09:05:36Z",
    "title_canon_sha256": "f12e6b90bc8f992ef6e10f5aa9b2c8493a49cfed72019fc4339fa935a06ee975"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08970",
    "kind": "arxiv",
    "version": 3
  }
}