Pith Number

pith:HFHDI36D

pith:2025:HFHDI36DG6VOFG2QPTON43AVWF

not attested not anchored not stored refs pending

Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security

Attila A. Yavuz, Elisa Bertino, Reza Ebrahimi, Rouzbeh Behnia, Yiwei Zhang

arxiv:2505.05751 v1 · 2025-05-09 · 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{HFHDI36DG6VOFG2QPTON43AVWF}

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	2026-07-05T11:00:46.942159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

394e346fc337aae29b507cdcde6c15b16fbba01f1b6a143c87f55dcca69d5e11

Aliases

arxiv: 2505.05751 · arxiv_version: 2505.05751v1 · doi: 10.48550/arxiv.2505.05751 · pith_short_12: HFHDI36DG6VO · pith_short_16: HFHDI36DG6VOFG2Q · pith_short_8: HFHDI36D

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/HFHDI36DG6VOFG2QPTON43AVWF \
  | 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: 394e346fc337aae29b507cdcde6c15b16fbba01f1b6a143c87f55dcca69d5e11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf658a5ec248176eee5724fbcc556959207a6c39325c3d960598510b54f16b2a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-09T03:20:48Z",
    "title_canon_sha256": "fa4c62b8375b242643591c9da284f74a7bd3574f5d029df62dfa02676e007bb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05751",
    "kind": "arxiv",
    "version": 1
  }
}