Pith Number

pith:NTEFQQKM

pith:2025:NTEFQQKMBOZQZAR44QFQ45TCDM

not attested not anchored not stored refs pending

BlindFL: Segmented Federated Learning with Fully Homomorphic Encryption

Aurora Hook, Evan Gronberg, Liv d'Aliberti, Magnus Saebo

arxiv:2501.11659 v1 · 2025-01-20 · 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{NTEFQQKMBOZQZAR44QFQ45TCDM}

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

1 paper in Pith

HADES: Privacy-Preserving Federated Learning via Selective Feature Encryption and Hybrid Model Fusion

Receipt and verification

First computed	2026-07-05T10:03:12.050901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cc858414c0bb30c823ce40b0e76621b101ade21e794da2ff5228cd236c98bf4

Aliases

arxiv: 2501.11659 · arxiv_version: 2501.11659v1 · doi: 10.48550/arxiv.2501.11659 · pith_short_12: NTEFQQKMBOZQ · pith_short_16: NTEFQQKMBOZQZAR4 · pith_short_8: NTEFQQKM

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/NTEFQQKMBOZQZAR44QFQ45TCDM \
  | 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: 6cc858414c0bb30c823ce40b0e76621b101ade21e794da2ff5228cd236c98bf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77d29d909b36385f232e3fe82a9473b8fd2e1da6d4611abc7df7345901aeaacd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-20T18:42:21Z",
    "title_canon_sha256": "4044b692f069a5a1602bc3798f2cee9766dfbb07ecb2b6f62b3fe02e3284682a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11659",
    "kind": "arxiv",
    "version": 1
  }
}