Pith Number

pith:TZFIMW5N

pith:2022:TZFIMW5NGAQI5YAOJJ4HUE43G2

not attested not anchored not stored refs pending

Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Dongkeun Yoon, Joel Jang, Lajanugen Logeswaran, Minjoon Seo, Moontae Lee, Sohee Yang, Sungmin Cha

arxiv:2210.01504 v2 · 2022-10-04 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZFIMW5NGAQI5YAOJJ4HUE43G2}

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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

14 papers in Pith

Vision Language Model Helps Private Information De-Identification in Vision Data

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set

Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking

Revisiting the Past: Data Unlearning with Model State History

Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning

Receipt and verification

First computed	2026-07-05T05:26:09.700707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e4a865bad30208ee00e4a787a139b36b1be48c5a3e54aac71ee396acde6206d

Aliases

arxiv: 2210.01504 · arxiv_version: 2210.01504v2 · doi: 10.48550/arxiv.2210.01504 · pith_short_12: TZFIMW5NGAQI · pith_short_16: TZFIMW5NGAQI5YAO · pith_short_8: TZFIMW5N

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/TZFIMW5NGAQI5YAOJJ4HUE43G2 \
  | 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: 9e4a865bad30208ee00e4a787a139b36b1be48c5a3e54aac71ee396acde6206d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f15ffaecdf5dc1e3bf398346e3ac7d2f5ae6f284d8e741812fb39c085912579e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-04T10:18:11Z",
    "title_canon_sha256": "c3f7f4a8829d805ed9dd43b098a4b512d651a864b61cbf4401a065c8ec2d4b50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01504",
    "kind": "arxiv",
    "version": 2
  }
}