Pith Number

pith:TK4FANCQ

pith:2025:TK4FANCQRTH77XAHDBDBHTWWPD

not attested not anchored not stored refs pending

PPFL-RDSN: Privacy-Preserving Federated Learning-based Residual Dense Spatial Networks for Encrypted Lossy Image Reconstruction

James Joshi, Peilin He

arxiv:2507.00230 v3 · 2025-06-30 · 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{TK4FANCQRTH77XAHDBDBHTWWPD}

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	2026-07-30T01:18:59.435323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

9ab85034508ccfffdc07184613ced678e15851e178b7199204dcbe485b2f3e5a

Aliases

arxiv: 2507.00230 · arxiv_version: 2507.00230v3 · doi: 10.48550/arxiv.2507.00230 · pith_short_12: TK4FANCQRTH7 · pith_short_16: TK4FANCQRTH77XAH · pith_short_8: TK4FANCQ

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/TK4FANCQRTH77XAHDBDBHTWWPD \
  | 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: 9ab85034508ccfffdc07184613ced678e15851e178b7199204dcbe485b2f3e5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "916c8fde062dde14546d9d7cd74c4541bd2807b1830356b79a236d8b73d7b03e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T19:54:34Z",
    "title_canon_sha256": "4674df6920ee53f99eb12bdcd122424ead13339327d117b68b4ca1ab91963244"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00230",
    "kind": "arxiv",
    "version": 3
  }
}