Pith Number

pith:GNO4ZNWM

pith:2023:GNO4ZNWM7DC2TJF3L252RFOISC

not attested not anchored not stored refs pending

Exploring Federated Unlearning: Review, Comparison, and Insights

Dusit Niyato, H. Vincent Poor, Jiaxi Yang, Lixu Wang, Xiaoxiao Li, Yang Zhao, Yiling Tao

arxiv:2310.19218 v5 · 2023-10-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNO4ZNWM7DC2TJF3L252RFOISC}

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

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification

Receipt and verification

First computed	2026-07-05T11:03:47.791133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

335dccb6ccf8c5a9a4bb5ebba895c89081076c611e4cc6a6b624186cda2eb22e

Aliases

arxiv: 2310.19218 · arxiv_version: 2310.19218v5 · doi: 10.48550/arxiv.2310.19218 · pith_short_12: GNO4ZNWM7DC2 · pith_short_16: GNO4ZNWM7DC2TJF3 · pith_short_8: GNO4ZNWM

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/GNO4ZNWM7DC2TJF3L252RFOISC \
  | 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: 335dccb6ccf8c5a9a4bb5ebba895c89081076c611e4cc6a6b624186cda2eb22e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c2ed599bebe959df0ab35eacd72381a302a2d7d01a6eaf71234290051b4a8f5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-30T01:34:33Z",
    "title_canon_sha256": "bf871e12412d03893b82f0d19c60be8ddc4bf4cada2ee2d18261f68f897d5bdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19218",
    "kind": "arxiv",
    "version": 5
  }
}