Pith Number

pith:77YVZ5R6

pith:2024:77YVZ5R62S7ALVCEUK4ZJZTQM6

not attested not anchored not stored refs pending

Class Machine Unlearning for Complex Data via Concepts Inference and Data Poisoning

Heng Xu, Tianqing Zhu, Wanlei Zhou, Wenhan Chang, Wenjian Liu

arxiv:2405.15662 v1 · 2024-05-24 · 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{77YVZ5R62S7ALVCEUK4ZJZTQM6}

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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

1 paper in Pith

A Systematic Review of Poisoning Attacks Against Large Language Models

Receipt and verification

First computed	2026-07-05T08:22:52.346281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fff15cf63ed4be05d444a2b994e67067b1392891efa247aa0e4fe385686466a0

Aliases

arxiv: 2405.15662 · arxiv_version: 2405.15662v1 · doi: 10.48550/arxiv.2405.15662 · pith_short_12: 77YVZ5R62S7A · pith_short_16: 77YVZ5R62S7ALVCE · pith_short_8: 77YVZ5R6

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/77YVZ5R62S7ALVCEUK4ZJZTQM6 \
  | 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: fff15cf63ed4be05d444a2b994e67067b1392891efa247aa0e4fe385686466a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05096feb15a60bfad6c5e7fe14bbd2c67f0e5c149e3bb2fb795702c394275869",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T15:59:17Z",
    "title_canon_sha256": "60827ff5638d6cd5364c8e3d8179e96fe989862a27143285e8340a6912d6c0a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15662",
    "kind": "arxiv",
    "version": 1
  }
}