Pith Number

pith:2Z67CUYR

pith:2025:2Z67CUYRFXCZR7OXV7EQQ6SKHF

not attested not anchored not stored refs pending

AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing

Md Abrar Jahin, Md. Jakir Hossen, M. F. Mridha, Nafiz Fahad, Taufikur Rahman Fuad

arxiv:2507.07316 v1 · 2025-07-09 · cs.LG · 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{2Z67CUYRFXCZR7OXV7EQQ6SKHF}

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	2026-05-18T02:44:33.509720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d67df153112dc598fdd7afc9087a4a39696694eea160d1bcd71cd12c298ec2a7

Aliases

arxiv: 2507.07316 · arxiv_version: 2507.07316v1 · doi: 10.48550/arxiv.2507.07316 · pith_short_12: 2Z67CUYRFXCZ · pith_short_16: 2Z67CUYRFXCZR7OX · pith_short_8: 2Z67CUYR

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/2Z67CUYRFXCZR7OXV7EQQ6SKHF \
  | 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: d67df153112dc598fdd7afc9087a4a39696694eea160d1bcd71cd12c298ec2a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff936d6a05f1d9fb751dba84ab307a8403c2ed5e659e6ec8be589073f343813f",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T22:29:02Z",
    "title_canon_sha256": "eede2d2519e4e314ba4531d36b5c0a690cdd3ee867319d2f88f71b7fdf404bf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07316",
    "kind": "arxiv",
    "version": 1
  }
}