Pith Number

pith:42NRDB7H

pith:2022:42NRDB7HKUJ6HTHAB3IBKCDZYU

not attested not anchored not stored refs pending

Federated Learning with Quantum Secure Aggregation

Bei Zeng, Cai Zhang, Chao Zhang, Lixin Fan, Qiang Yang, Yichi Zhang

arxiv:2207.07444 v2 · 2022-07-09 · quant-ph · 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{42NRDB7HKUJ6HTHAB3IBKCDZYU}

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.

Cited by

4 papers in Pith

Quantum ring all-reduce: communication and privacy advantages for distributed learning

Experimentally validated quantum-secure federated learning over a multi-user quantum network

Byzantine-Resilient Federated Learning via QUBO-Based Client Selection on Quantum Annealers

Practical Quantum Federated Learning for Privacy-Sensitive Healthcare: Communication Efficiency and Noise Resilience

Receipt and verification

First computed	2026-07-05T06:50:51.888475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e69b1187e75513e3cce00ed0150879c5098f87bcab45a2c1d73156e67baec7e9

Aliases

arxiv: 2207.07444 · arxiv_version: 2207.07444v2 · doi: 10.48550/arxiv.2207.07444 · pith_short_12: 42NRDB7HKUJ6 · pith_short_16: 42NRDB7HKUJ6HTHA · pith_short_8: 42NRDB7H

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/42NRDB7HKUJ6HTHAB3IBKCDZYU \
  | 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: e69b1187e75513e3cce00ed0150879c5098f87bcab45a2c1d73156e67baec7e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4ea0d2ac7e35359ac84545d8b0567e1a7eb8c3659e8af41c592ffae839cefa1",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-07-09T13:21:36Z",
    "title_canon_sha256": "a1fb273cbdcd20c7d25a7f7c559451f842bd095fed82a7e4841e2686dac5e379"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.07444",
    "kind": "arxiv",
    "version": 2
  }
}