Pith Number

pith:GSXNZXRH

pith:2026:GSXNZXRHILJMW3GNU4PY5OCMSA

not attested not anchored not stored refs pending

Federated continual learning: A comprehensive survey on lifelong and privacy-preserving learning over distributed and non-stationary data

Fabrizio Ruffini, Francesco Marcelloni, Masoume Gholizade, Pietro Ducange

arxiv:2606.11272 v1 · 2026-06-09 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GSXNZXRHILJMW3GNU4PY5OCMSA}

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	2026-06-11T00:08:16.017268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34aedcde2742d2cb6ccda71f8eb84c9029e27724e5fab81a3f1d4f90d6e72217

Aliases

arxiv: 2606.11272 · arxiv_version: 2606.11272v1 · doi: 10.48550/arxiv.2606.11272 · pith_short_12: GSXNZXRHILJM · pith_short_16: GSXNZXRHILJMW3GN · pith_short_8: GSXNZXRH

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/GSXNZXRHILJMW3GNU4PY5OCMSA \
  | 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: 34aedcde2742d2cb6ccda71f8eb84c9029e27724e5fab81a3f1d4f90d6e72217

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5857c2912c28995b7a01eaec3e96307321f2af1a717afe49c5c21bb07a3bc2a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T08:35:21Z",
    "title_canon_sha256": "91fbfe8d640e0148bd44dea298730bd695c4c67cf8bde7c1a7c9e276fcf0b5f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11272",
    "kind": "arxiv",
    "version": 1
  }
}